The Fourth Quadrant: A Stylized View of Benign Misfitting | Paper Citation Record

Observation c6bb50b1-53bf-4365-acf8-e84f932d14ce · outbound

This paper cites Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang.

The Fourth Quadrant: A Stylized View of Benign Misfitting Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.200319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a68094e-96e6-4ae4-ba0b-6fa6e82f8f8e · outbound

This paper cites The merged-staircase property: A necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks.

The Fourth Quadrant: A Stylized View of Benign Misfitting The merged-staircase property: A necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.282207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93a7245-9a0d-4889-99c8-0c56ecb10b45 · outbound

This paper cites SGD learning on neural networks: Leap complexity and saddle-to-saddle dynamics.

The Fourth Quadrant: A Stylized View of Benign Misfitting SGD learning on neural networks: Leap complexity and saddle-to-saddle dynamics

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.375027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b56ee0-2d43-4e49-8902-5bfafd6b9df6 · outbound

This paper cites an unresolved cited work.

The Fourth Quadrant: A Stylized View of Benign Misfitting Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.434013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8361369-026c-4f1b-a70d-0d9a0b147b8b · outbound

This paper cites Advani and Andrew M.

The Fourth Quadrant: A Stylized View of Benign Misfitting Advani and Andrew M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.536617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a87b232-727f-49f8-8eb9-eb6f6fff960e · outbound

This paper cites Understanding the unstable convergence of gradient descent.

The Fourth Quadrant: A Stylized View of Benign Misfitting Understanding the unstable convergence of gradient descent

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.697614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d03c576-5709-4630-88a2-9798a1b3d89e · outbound

This paper cites Zico Kolter, and Ryan J.

The Fourth Quadrant: A Stylized View of Benign Misfitting Zico Kolter, and Ryan J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.799424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e909b75d-fe91-4635-b0f7-a37fc788092e · outbound

This paper cites The implicit regularization of stochastic gradient flow for least squares.

The Fourth Quadrant: A Stylized View of Benign Misfitting The implicit regularization of stochastic gradient flow for least squares

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:04.869077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b6fa84-2c49-4bbe-9c1e-560e6648e9c8 · outbound

This paper cites The space complexity of approximating the frequency moments.Journal of Computer and System Sciences, 58(1):137–147, 1999.

The Fourth Quadrant: A Stylized View of Benign Misfitting The space complexity of approximating the frequency moments.Journal of Computer and System Sciences, 58(1):137–147, 1999

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.019656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dfb36b1-4ecc-4d64-95e5-7ce5aeb8fa80 · outbound

This paper cites Never go full batch (in stochastic convex optimization).

The Fourth Quadrant: A Stylized View of Benign Misfitting Never go full batch (in stochastic convex optimization)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.094715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa66407-f9d1-447c-9f0b-8637915375bd · outbound

This paper cites SGD generalizes better than GD (and regularization doesn’t help).

The Fourth Quadrant: A Stylized View of Benign Misfitting SGD generalizes better than GD (and regularization doesn’t help)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.153589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c4a9ef4-7ea3-42df-ba93-dc047e08c6dd · outbound

This paper cites Thinking outside the ball: Optimal learning with gradient descent for generalized linear stochastic convex optimization.

The Fourth Quadrant: A Stylized View of Benign Misfitting Thinking outside the ball: Optimal learning with gradient descent for generalized linear stochastic convex optimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.264319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63286a3-2f27-48d2-b8b0-1ea30217d626 · outbound

This paper cites Edge of stochastic stability: Revisiting the edge of stability for SGD, 2024.

The Fourth Quadrant: A Stylized View of Benign Misfitting Edge of stochastic stability: Revisiting the edge of stability for SGD, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.327993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26bde74-1172-457d-8f1e-38102874da0b · outbound

This paper cites Understanding gradient descent on the edge of stability in deep learning.

The Fourth Quadrant: A Stylized View of Benign Misfitting Understanding gradient descent on the edge of stability in deep learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.419621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc1b8b78-18a6-44f6-a55d-f07aa0abdfc0 · outbound

This paper cites Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.

The Fourth Quadrant: A Stylized View of Benign Misfitting Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.484211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94459c81-6829-4a7d-b3de-be65f227b326 · outbound

This paper cites Robust linear least squares regression.The Annals of Statistics, 39(5):2766–2794, 2011.

The Fourth Quadrant: A Stylized View of Benign Misfitting Robust linear least squares regression.The Annals of Statistics, 39(5):2766–2794, 2011

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.552045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6a8757-6d73-48e9-85b3-04bd32f57148 · outbound

This paper cites Diggavi, and David N.

The Fourth Quadrant: A Stylized View of Benign Misfitting Diggavi, and David N

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:43:28.847166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ea40c81-ace8-4ec2-b685-19d0b821897c · outbound

This paper cites Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices.The Annals of Probability, 33(5):1643–1697,.

The Fourth Quadrant: A Stylized View of Benign Misfitting Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices.The Annals of Probability, 33(5):1643–1697,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.745397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf6ae6c-fbc6-40d3-bf69-9b53d4bab8ab · outbound

This paper cites an unresolved cited work.

The Fourth Quadrant: A Stylized View of Benign Misfitting Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:05.910218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad0818a-afdf-486f-baec-0156a0080027 · outbound

This paper cites Bartlett, Philip M.

The Fourth Quadrant: A Stylized View of Benign Misfitting Bartlett, Philip M

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.000589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e64c60-2428-4f9b-a901-b8a2d704be9b · outbound

This paper cites Fit without fear: Remarkable mathematical phenomena of deep learn- ing through the prism of interpolation.Acta Numerica, 30:203–248, 2021.

The Fourth Quadrant: A Stylized View of Benign Misfitting Fit without fear: Remarkable mathematical phenomena of deep learn- ing through the prism of interpolation.Acta Numerica, 30:203–248, 2021

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:43:06.177456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d922e36-5755-4357-85a9-cb0005d0ba99 · outbound

This paper cites Hsu, and Partha P.

The Fourth Quadrant: A Stylized View of Benign Misfitting Hsu, and Partha P

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.239455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787ed768-5e67-412f-b85f-7cc65e738bf3 · outbound

This paper cites an unresolved cited work.

The Fourth Quadrant: A Stylized View of Benign Misfitting Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.106807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fdbe2da-0d12-4fd4-9fb4-e3ba763de915 · outbound

This paper cites Reconciling modern machine- learning practice and the classical bias–variance trade-off.Proceedings of the National Academy of Sciences, 116(32):15849–15854, 2019.

The Fourth Quadrant: A Stylized View of Benign Misfitting Reconciling modern machine- learning practice and the classical bias–variance trade-off.Proceedings of the National Academy of Sciences, 116(32):15849–15854, 2019

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.443851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7500c083-27d6-4971-b442-d22c31fb74a5 · outbound

This paper cites Tsybakov.

The Fourth Quadrant: A Stylized View of Benign Misfitting Tsybakov

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.502907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06eb9d9d-f8ba-4583-af0c-b5a2e82d15e9 · outbound

This paper cites To understand deep learning we need to understand kernel learning.

The Fourth Quadrant: A Stylized View of Benign Misfitting To understand deep learning we need to understand kernel learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.310782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2103233-9db3-4c8a-abcb-fce1c2743fd4 · outbound

This paper cites Incremental Gradient, Subgradient, and Proximal Methods for Convex Optimization: A Survey.

The Fourth Quadrant: A Stylized View of Benign Misfitting Incremental Gradient, Subgradient, and Proximal Methods for Convex Optimization: A Survey

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:43:06.657699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffaf9aa-4409-4b3c-ab6c-72f121b7fd4d · outbound

This paper cites Learning single-index models with shallow neural networks.

The Fourth Quadrant: A Stylized View of Benign Misfitting Learning single-index models with shallow neural networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.743234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2747bd0f-4da8-4641-978a-576854a26518 · outbound

This paper cites Implicit regularization for deep neural networks driven by an Ornstein–Uhlenbeck like process.

The Fourth Quadrant: A Stylized View of Benign Misfitting Implicit regularization for deep neural networks driven by an Ornstein–Uhlenbeck like process

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.804535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1384f0ef-defc-4f76-82ca-fa7c938c261e · outbound

This paper cites Two models of double descent for weak features.SIAM Journal on Mathematics of Data Science, 2(4):1167–1180, 2020.

The Fourth Quadrant: A Stylized View of Benign Misfitting Two models of double descent for weak features.SIAM Journal on Mathematics of Data Science, 2(4):1167–1180, 2020

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.597239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756a1d6e-885b-493f-a82b-0a4a859d39f3 · outbound

This paper cites The tradeoffs of large scale learning.

The Fourth Quadrant: A Stylized View of Benign Misfitting The tradeoffs of large scale learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.943850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6718b94-4b92-44be-adc6-cdc5a8714ae6 · outbound

This paper cites Curtis, and Jorge Nocedal.

The Fourth Quadrant: A Stylized View of Benign Misfitting Curtis, and Jorge Nocedal

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.025745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6499b4cd-5e02-48c3-badf-c1ad267afd71 · outbound

This paper cites Stability and generalization.Journal of Machine Learning Research, 2:499–526, 2002.

The Fourth Quadrant: A Stylized View of Benign Misfitting Stability and generalization.Journal of Machine Learning Research, 2:499–526, 2002

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.135950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e3f843-f434-4ed5-b990-78a73561a7ad · outbound

This paper cites Euclidean information theory.

The Fourth Quadrant: A Stylized View of Benign Misfitting Euclidean information theory

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:06.866859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 807ead5a-b640-412a-9e83-c9b6b3e06b15 · outbound

This paper cites Bagging predictors.Machine Learning, 24(2):123–140, 1996.

The Fourth Quadrant: A Stylized View of Benign Misfitting Bagging predictors.Machine Learning, 24(2):123–140, 1996

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.370101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a980f28c-00eb-4c00-971a-e73b3fd57beb · outbound

This paper cites an unresolved cited work.

The Fourth Quadrant: A Stylized View of Benign Misfitting Unresolved cited work

Reference 36

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:43:28.629442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ff890a8-cc8d-474b-85ad-17e8f0333b0f · outbound

This paper cites Survey on algorithms for multi-index models.Statistical Science, 40(3):378–391, 2025.

The Fourth Quadrant: A Stylized View of Benign Misfitting Survey on algorithms for multi-index models.Statistical Science, 40(3):378–391, 2025

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.566547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93efd1e8-e860-4cb9-b52c-ccedce42edb7 · outbound

This paper cites Proper learning, Helly number, and an optimal SVM bound.

The Fourth Quadrant: A Stylized View of Benign Misfitting Proper learning, Helly number, and an optimal SVM bound

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.249076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45a8b21-9802-4f96-a470-ccf438d3e8e7 · outbound

This paper cites A universal law of robustness via isoperimetry.

The Fourth Quadrant: A Stylized View of Benign Misfitting A universal law of robustness via isoperimetry

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.800234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dbfddd8-552c-47a3-a0eb-dd9ee1e1fe64 · outbound

This paper cites All ERMs can fail in stochastic convex optimization lower bounds in linear dimension, 2026.

The Fourth Quadrant: A Stylized View of Benign Misfitting All ERMs can fail in stochastic convex optimization lower bounds in linear dimension, 2026

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.899650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dba8a15-1a16-486d-985d-80bf731d2575 · outbound

This paper cites The secret sharer: Evaluating and testing unintended memorization in neural networks.

The Fourth Quadrant: A Stylized View of Benign Misfitting The secret sharer: Evaluating and testing unintended memorization in neural networks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:07.986437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9b8f9f7-0cc6-4359-800d-79406e058005 · outbound

This paper cites Veeravalli.

The Fourth Quadrant: A Stylized View of Benign Misfitting Veeravalli

Reference 42

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:43:28.393780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6640581c-a1ac-4199-9a58-4eb641099b6a · outbound

This paper cites Membership inference attacks from first principles.

The Fourth Quadrant: A Stylized View of Benign Misfitting Membership inference attacks from first principles

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.203011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ad1ba1-184c-4f2f-a39d-3b531b5874c9 · outbound

This paper cites The sample complexity of ERMs in stochastic convex optimization.

The Fourth Quadrant: A Stylized View of Benign Misfitting The sample complexity of ERMs in stochastic convex optimization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.284763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c0cc34-51be-4cc1-80cc-1c2bdf1c8d74 · outbound

This paper cites an unresolved cited work.

The Fourth Quadrant: A Stylized View of Benign Misfitting Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.360292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3dabff3-5f34-4ddf-bca9-3e805a5b7cff · outbound

This paper cites Extracting training data from large language models.

The Fourth Quadrant: A Stylized View of Benign Misfitting Extracting training data from large language models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.079302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5701117-578e-48f9-98a3-a8ceeffc9b78 · outbound

This paper cites Understanding gradient clipping in private SGD: A geometric perspective.

The Fourth Quadrant: A Stylized View of Benign Misfitting Understanding gradient clipping in private SGD: A geometric perspective

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.513441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c90c737f-82b9-4b55-ac7b-b52c5b8244f7 · outbound

This paper cites From One-Pass SGD to Data Reuse: Mini-Batch Scaling Laws in Sketched Linear Regression.

The Fourth Quadrant: A Stylized View of Benign Misfitting From One-Pass SGD to Data Reuse: Mini-Batch Scaling Laws in Sketched Linear Regression

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.595282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac67c988-0181-4e24-891e-b07c7abcaf53 · outbound

This paper cites On the robustness of minimum norm interpolators and regularized empirical risk minimizers.The Annals of Statistics, 50(4): 2306–2333, 2022.

The Fourth Quadrant: A Stylized View of Benign Misfitting On the robustness of minimum norm interpolators and regularized empirical risk minimizers.The Annals of Statistics, 50(4): 2306–2333, 2022

Reference 49

Resolution: verified exact; doi, observed 2026-08-06T00:43:24.343619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dd7f8604-0d29-442e-9d09-1ceb8a1bf0e7 · outbound

This paper cites Sarwate, and Kaushik Sinha.

The Fourth Quadrant: A Stylized View of Benign Misfitting Sarwate, and Kaushik Sinha

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.414251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86e3251c-3318-44f0-8787-91a1faafccff · outbound

This paper cites Cohen, Simran Kaur, Yuanzhi Li, J.

The Fourth Quadrant: A Stylized View of Benign Misfitting Cohen, Simran Kaur, Yuanzhi Li, J

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.895415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40be81b-e5bc-4b75-ae3a-80165648934e · outbound

This paper cites High-dimensional limit of one-pass SGD on least squares.

The Fourth Quadrant: A Stylized View of Benign Misfitting High-dimensional limit of one-pass SGD on least squares

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:43:28.022592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2e583e8e-7678-4bc4-8238-083cf5819d16 · outbound

This paper cites Cubuk, Barret Zoph, Dandelion Mane, Vijay Vasudevan, and Quoc V.

The Fourth Quadrant: A Stylized View of Benign Misfitting Cubuk, Barret Zoph, Dandelion Mane, Vijay Vasudevan, and Quoc V

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.095098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87222f27-494f-489b-90e0-a05c19cc1f0a · outbound

This paper cites Choquette-Choo, Florian Tram` er, Nicholas Carlini, and Nicolas Papernot.

The Fourth Quadrant: A Stylized View of Benign Misfitting Choquette-Choo, Florian Tram` er, Nicholas Carlini, and Nicolas Papernot

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:08.784611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2c4d18-6c15-4b1e-b879-3387d78cf3fd · outbound

This paper cites A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning.

The Fourth Quadrant: A Stylized View of Benign Misfitting A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.319426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d3e389f-c4a2-4826-b35b-fff402884853 · outbound

This paper cites Oliveira.

The Fourth Quadrant: A Stylized View of Benign Misfitting Oliveira

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.438741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a0d408-89b5-4ce4-b85e-50b6a2f7557b · outbound

This paper cites Sharp minima can generalize for deep nets.

The Fourth Quadrant: A Stylized View of Benign Misfitting Sharp minima can generalize for deep nets

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.575239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fc50f7-01a8-45d4-ba8d-47cc966abf5f · outbound

This paper cites Self-stabilization: The implicit bias of gradient descent at the edge of stability.

The Fourth Quadrant: A Stylized View of Benign Misfitting Self-stabilization: The implicit bias of gradient descent at the edge of stability

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.201807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3d98e78-a06c-4464-8bea-602aa2e4e2df · outbound

This paper cites Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms.

The Fourth Quadrant: A Stylized View of Benign Misfitting Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:43:27.789618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d40ae35-6dee-4ec1-b63f-a20d18475cdf · outbound

This paper cites Draper and R.

The Fourth Quadrant: A Stylized View of Benign Misfitting Draper and R

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.886688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042e113e-796a-472e-8b42-d58da616b758 · outbound

This paper cites Learning single-index models in gaussian space.

The Fourth Quadrant: A Stylized View of Benign Misfitting Learning single-index models in gaussian space

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.982201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e03b9ad-665e-47f5-8b88-b725ec552ec1 · outbound

This paper cites The algorithmic foundations of differential privacy.

The Fourth Quadrant: A Stylized View of Benign Misfitting The algorithmic foundations of differential privacy

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.073706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d2b213-374e-49f0-b815-a0bb736273f3 · outbound

This paper cites Generalized no free lunch theorem for adversarial robustness.

The Fourth Quadrant: A Stylized View of Benign Misfitting Generalized no free lunch theorem for adversarial robustness

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:09.755729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 425dfae3-3119-4430-9eae-8ffa897b9f36 · outbound

This paper cites Analyze gauss: Optimal bounds for privacy-preserving principal component analysis.

The Fourth Quadrant: A Stylized View of Benign Misfitting Analyze gauss: Optimal bounds for privacy-preserving principal component analysis

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.261659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce0d6bdb-5910-44f1-b113-2aeaf4d563a7 · outbound

This paper cites James–stein estimation and ridge regression.

The Fourth Quadrant: A Stylized View of Benign Misfitting James–stein estimation and ridge regression

Reference 65

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:43:10.314624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e97e02-c1f0-4131-80d8-9252d11c570e · outbound

This paper cites Stein’s paradox in statistics.Scientific American, 236(5): 119–127, 1977.

The Fourth Quadrant: A Stylized View of Benign Misfitting Stein’s paradox in statistics.Scientific American, 236(5): 119–127, 1977

Reference 66

Resolution: verified exact; doi, observed 2026-08-06T00:43:24.175520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 460f1392-bc51-49ab-86e5-c322ae8c0694 · outbound

This paper cites Etkin, David N.

The Fourth Quadrant: A Stylized View of Benign Misfitting Etkin, David N

Reference 67

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:43:27.551876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5842c1ec-1cfd-4446-9635-211e40c08eeb · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

The Fourth Quadrant: A Stylized View of Benign Misfitting Calibrating noise to sensitivity in private data analysis

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.173656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c784198-c46a-4eca-b2c1-75166fd0d2d6 · outbound

This paper cites Analysis of classifiers’ robustness to adversarial perturbations.Machine Learning, 107:481–508, 2018.

The Fourth Quadrant: A Stylized View of Benign Misfitting Analysis of classifiers’ robustness to adversarial perturbations.Machine Learning, 107:481–508, 2018

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.570826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4727e863-adc9-4054-a65e-cdd590dec05e · outbound

This paper cites Generalization of ERM in stochastic convex optimization: The dimension strikes back.

The Fourth Quadrant: A Stylized View of Benign Misfitting Generalization of ERM in stochastic convex optimization: The dimension strikes back

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.703933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9817b1ee-6454-4376-9ffc-6e0cfc3480ab · outbound

This paper cites Does learning require memorization? a short tale about a long tail.

The Fourth Quadrant: A Stylized View of Benign Misfitting Does learning require memorization? a short tale about a long tail

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.765272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d2f1c7-dc46-44f2-90b9-a31559d5f415 · outbound

This paper cites Figiel, J.

The Fourth Quadrant: A Stylized View of Benign Misfitting Figiel, J

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.848008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 123e1ae9-a603-4d37-b676-fb68069507c9 · outbound

This paper cites (S)GD over diagonal linear networks: Implicit bias, large stepsizes and edge of stability.

The Fourth Quadrant: A Stylized View of Benign Misfitting (S)GD over diagonal linear networks: Implicit bias, large stepsizes and edge of stability

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.497754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83456e24-5c47-4dec-b8cc-c1078e855b4a · outbound

This paper cites Shrinkage to Infinity: Reducing Test Error by Inflating the Minimum Norm Interpolator in Linear Models.

The Fourth Quadrant: A Stylized View of Benign Misfitting Shrinkage to Infinity: Reducing Test Error by Inflating the Minimum Norm Interpolator in Linear Models

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:43:27.210374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80ba0f8b-41bd-432d-af88-68693e1b901e · outbound

This paper cites Bartlett, and Nati Srebro.

The Fourth Quadrant: A Stylized View of Benign Misfitting Bartlett, and Nati Srebro

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.094005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c709d151-9d79-40c3-ab97-bd28d30128f9 · outbound

This paper cites Gallager.Information Theory and Reliable Communication.

The Fourth Quadrant: A Stylized View of Benign Misfitting Gallager.Information Theory and Reliable Communication

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.183312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d075e37e-99dd-4de3-bf1f-51665d7e6508 · outbound

This paper cites Escaping from saddle points—online stochastic gradient for tensor decomposition.

The Fourth Quadrant: A Stylized View of Benign Misfitting Escaping from saddle points—online stochastic gradient for tensor decomposition

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.308150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1712fa0-d309-415c-b303-bb4624770ae5 · outbound

This paper cites Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, and Karthik Sridharan.

The Fourth Quadrant: A Stylized View of Benign Misfitting Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, and Karthik Sridharan

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:10.911969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef560da2-942a-4dc2-846f-5412a129e83c · outbound

This paper cites A loss curvature perspective on training instabilities of deep learning models.

The Fourth Quadrant: A Stylized View of Benign Misfitting A loss curvature perspective on training instabilities of deep learning models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.489977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c009c686-e56d-444b-ab21-a39c99b50891 · outbound

This paper cites Goodfellow, Jonathon Shlens, and Christian Szegedy.

The Fourth Quadrant: A Stylized View of Benign Misfitting Goodfellow, Jonathon Shlens, and Christian Szegedy

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.571088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4c62f5-9f12-42bd-8267-2a156f8b84a5 · outbound

This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

The Fourth Quadrant: A Stylized View of Benign Misfitting Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.696995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629a6ae9-406f-4ce2-90fe-def2a8e2bbbc · outbound

This paper cites Characterizing implicit bias in terms of optimization geometry.

The Fourth Quadrant: A Stylized View of Benign Misfitting Characterizing implicit bias in terms of optimization geometry

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.748676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49344df1-cfdf-4c49-b5e6-2178187498eb · outbound

This paper cites Schoenholz, Maithra Raghu, Martin Wattenberg, and Ian Goodfellow.

The Fourth Quadrant: A Stylized View of Benign Misfitting Schoenholz, Maithra Raghu, Martin Wattenberg, and Ian Goodfellow

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.423047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba478612-3702-459e-abce-7de023429f0f · outbound

This paper cites The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness.

The Fourth Quadrant: A Stylized View of Benign Misfitting The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.892432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5474ec28-c1f9-4c89-a7b9-f1987bb11d50 · outbound

This paper cites HaoChen, Colin Wei, Jason D.

The Fourth Quadrant: A Stylized View of Benign Misfitting HaoChen, Colin Wei, Jason D

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.991022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e06514e-79b0-45b5-893b-01d1fd2f2d43 · outbound

This paper cites On the geometry of differential privacy.

The Fourth Quadrant: A Stylized View of Benign Misfitting On the geometry of differential privacy

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.085416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eabd5b3-cdc9-4c59-81fd-ffac3f73d507 · outbound

This paper cites Train faster, generalize better: Stability of stochastic gradient descent.

The Fourth Quadrant: A Stylized View of Benign Misfitting Train faster, generalize better: Stability of stochastic gradient descent

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.187276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6cc8814-410b-4779-9d53-55fa78d2d845 · outbound

This paper cites The optimal sample complexity of PAC learning.Journal of Machine Learning Research, 17(38):1–15, 2016.

The Fourth Quadrant: A Stylized View of Benign Misfitting The optimal sample complexity of PAC learning.Journal of Machine Learning Research, 17(38):1–15, 2016

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:11.808949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dcb719a-d747-44b2-b146-f1a488686726 · outbound

This paper cites Tibshirani.

The Fourth Quadrant: A Stylized View of Benign Misfitting Tibshirani

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.404742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8547bd8-49a5-4b90-ad19-77388ed061b5 · outbound

This paper cites Herman.Fundamentals of Computerized Tomography: Image Reconstruction from Projections.

The Fourth Quadrant: A Stylized View of Benign Misfitting Herman.Fundamentals of Computerized Tomography: Image Reconstruction from Projections

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.643811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6861211d-d147-4fa8-acad-d64f3f94f3c4 · outbound

This paper cites Flat minima.Neural Computation, 9(1):1–42, 1997.

The Fourth Quadrant: A Stylized View of Benign Misfitting Flat minima.Neural Computation, 9(1):1–42, 1997

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.740159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ffac5ef-f471-462b-b208-aea5c20791e6 · outbound

This paper cites Euclidean information theory of networks.

The Fourth Quadrant: A Stylized View of Benign Misfitting Euclidean information theory of networks

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:12.817561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8910bdab-3b37-4ab4-8d2c-896f3405fca7 · outbound

This paper cites Hochwald.

The Fourth Quadrant: A Stylized View of Benign Misfitting Hochwald

Reference 93

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T00:43:26.842342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b8059b7-1722-4d83-a3ef-1cfff72c9bd1 · outbound

This paper cites Optimizer dynamics at the edge of stability with differential privacy, 2025.

The Fourth Quadrant: A Stylized View of Benign Misfitting Optimizer dynamics at the edge of stability with differential privacy, 2025

Reference 94

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:43:26.509220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a4bca984-bb6f-496e-95ee-29905325a919 · outbound

This paper cites Adversarial examples are not bugs, they are features.

The Fourth Quadrant: A Stylized View of Benign Misfitting Adversarial examples are not bugs, they are features

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:13.117442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df306f3-ffcb-4133-96ce-ba22b247e6c4 · outbound

This paper cites Kakade, Rahul Kidambi, Praneeth Netrapalli, and Aaron Sidford.

The Fourth Quadrant: A Stylized View of Benign Misfitting Kakade, Rahul Kidambi, Praneeth Netrapalli, and Aaron Sidford

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:13.203394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81465bb-9066-41d8-a960-6efb982f71b1 · outbound

This paper cites James and Charles Stein.

The Fourth Quadrant: A Stylized View of Benign Misfitting James and Charles Stein

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:13.290828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a41e5de-bb95-4aea-8691-02e5f0fe6acd · outbound

This paper cites Three Factors Influencing Minima in SGD.

The Fourth Quadrant: A Stylized View of Benign Misfitting Three Factors Influencing Minima in SGD

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:13.366129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f6b1769-b5f6-4165-ae79-a277d051fc70 · outbound

This paper cites Wornell, and Lizhong Zheng.

The Fourth Quadrant: A Stylized View of Benign Misfitting Wornell, and Lizhong Zheng

Reference 99

Resolution: verified exact; doi, observed 2026-08-06T00:43:24.014747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 64f44887-eada-4427-ac04-209856775d76 · outbound

This paper cites Jerrum, Leslie G.

The Fourth Quadrant: A Stylized View of Benign Misfitting Jerrum, Leslie G

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T00:43:13.551631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers