Paper Citation Record · LEDGER

On the Existence of Simpler Machine Learning Models

As of 16 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 4 inbound Pith citation observations for arXiv:1908.01755.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.01755 v4

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:09:53.320948Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:57:38.997532Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-28T18:02:27.006046Z

Reference resolution

56 of 56 outbound references displayed

verified exact1
verified fuzzy47
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d2d2448-3f8a-4719-87ee-9fc494c8a456 · outbound

This paper cites Certifiably optimal rule lists for categorical data.

On the Existence of Simpler Machine Learning Models Certifiably optimal rule lists for categorical data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.387824Z

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 71a2d5f8-5f6a-4639-82e4-28dd28451670 · outbound

This paper cites Machine bias.

On the Existence of Simpler Machine Learning Models Machine bias

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.373549Z

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 c59bdc86-b204-4d17-ab99-58a080d79ab5 · outbound

This paper cites Rademacher and G aussian complexities: Risk bounds and structural results.

On the Existence of Simpler Machine Learning Models Rademacher and G aussian complexities: Risk bounds and structural results

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.357485Z

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 fc441e41-2d8b-48ca-88f8-940c864cf74f · outbound

This paper cites Local R ademacher complexities.

On the Existence of Simpler Machine Learning Models Local R ademacher complexities

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.344426Z

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 7418e713-bc63-4f7d-8fc7-b27703bd6295 · outbound

This paper cites Stability and generalization.

On the Existence of Simpler Machine Learning Models Stability and generalization

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a76cddda-471f-47ea-bf99-dda9b813441e · outbound

This paper cites Statistical modeling: The two cultures (with comments and a rejoinder by the author).

On the Existence of Simpler Machine Learning Models Statistical modeling: The two cultures (with comments and a rejoinder by the author)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.323787Z

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 44267f7d-7401-4cff-9354-6fdb03c57ad8 · outbound

This paper cites A tutorial on support vector machines for pattern recognition.

On the Existence of Simpler Machine Learning Models A tutorial on support vector machines for pattern recognition

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.310820Z

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 70e40e1a-459f-4f3b-bc3b-e5e4f74e86b6 · outbound

This paper cites Multi-class L 2, 1-norm support vector machine.

On the Existence of Simpler Machine Learning Models Multi-class L 2, 1-norm support vector machine

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.297079Z

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 155a0315-10c2-424e-b070-2baf6e273fdf · outbound

This paper cites The estimate for approximation error of neural networks: A constructive approach.

On the Existence of Simpler Machine Learning Models The estimate for approximation error of neural networks: A constructive approach

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.281781Z

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 6a3bd086-3ce4-4d40-8d0f-23a05c07a9c8 · outbound

This paper cites Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission.

On the Existence of Simpler Machine Learning Models Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.264317Z

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 a329be05-896a-4823-987b-73d673a2fd8c · outbound

This paper cites Entropy-SGD: Biasing Gradient Descent Into Wide Valleys.

On the Existence of Simpler Machine Learning Models Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:52.884254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56896fc7-01b9-49ad-be34-e320a0f1cd7e · outbound

This paper cites An interpretable model with globally consistent explanations for credit risk.

On the Existence of Simpler Machine Learning Models An interpretable model with globally consistent explanations for credit risk

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.250136Z

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 cfa7447c-77b7-442d-a842-34be7567fade · outbound

This paper cites A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results.

On the Existence of Simpler Machine Learning Models A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:09:53.412493Z

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 4533c36b-f5ec-4696-bb36-b14c8084d68f · outbound

This paper cites Algorithms and error bounds for multivariate piecewise constant approximation.

On the Existence of Simpler Machine Learning Models Algorithms and error bounds for multivariate piecewise constant approximation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.236919Z

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 e87e104a-8058-4036-9047-2682d8219549 · outbound

This paper cites Nonlinear approximation.

On the Existence of Simpler Machine Learning Models Nonlinear approximation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.222914Z

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 7fa8cf69-9ce6-4830-abe2-a337c117d8cf · outbound

This paper cites Sharp Minima Can Generalize For Deep Nets.

On the Existence of Simpler Machine Learning Models Sharp Minima Can Generalize For Deep Nets

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b457c4-7ddf-4b20-add5-1f977b112d83 · outbound

This paper cites UCI machine learning repository, 2019.

On the Existence of Simpler Machine Learning Models UCI machine learning repository, 2019

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:52.916034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf133cdf-6c91-46dc-bac8-f82a1b93bfa4 · outbound

This paper cites All models are wrong, but many are useful: Learning a variable's importance by studying an entire class of prediction models simultaneously.

On the Existence of Simpler Machine Learning Models All models are wrong, but many are useful: Learning a variable's importance by studying an entire class of prediction models simultaneously

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.198681Z

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 ddfeae5e-f508-4268-9ce5-61d3d39e3313 · outbound

This paper cites Three tutorial lectures on entropy and counting.

On the Existence of Simpler Machine Learning Models Three tutorial lectures on entropy and counting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:52.926441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a298cb-60ae-4045-9081-6e55a6ee8140 · outbound

This paper cites Geometric algorithms and combinatorial optimization, volume 2.

On the Existence of Simpler Machine Learning Models Geometric algorithms and combinatorial optimization, volume 2

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:52.932824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b1bd9f2-8ea6-4002-a6bd-656a1613d542 · outbound

This paper cites Flat minima.

On the Existence of Simpler Machine Learning Models Flat minima

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.175726Z

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 f6e3368f-3a20-4b4e-aa9d-04083e2aaed4 · outbound

This paper cites On the complexity of linear prediction: Risk bounds, margin bounds, and regularization.

On the Existence of Simpler Machine Learning Models On the complexity of linear prediction: Risk bounds, margin bounds, and regularization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.161617Z

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 2bc77579-15b6-4ab1-9d92-e9443412541f · outbound

This paper cites Random walks and an O ^*(n^5) volume algorithm for convex bodies.

On the Existence of Simpler Machine Learning Models Random walks and an O ^*(n^5) volume algorithm for convex bodies

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.147285Z

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 07ba3156-f491-494e-b92d-2ab975247a11 · outbound

This paper cites Algorithmic stability and sanity-check bounds for leave-one-out cross-validation.

On the Existence of Simpler Machine Learning Models Algorithmic stability and sanity-check bounds for leave-one-out cross-validation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.133127Z

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 61b4ab26-54a5-4045-a9bc-6ab49967c2ed · outbound

This paper cites On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

On the Existence of Simpler Machine Learning Models On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:52.955013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485038dd-d29d-4032-8d99-fd3172304e3f · outbound

This paper cites Empirical margin distributions and bounding the generalization error of combined classifiers.

On the Existence of Simpler Machine Learning Models Empirical margin distributions and bounding the generalization error of combined classifiers

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.119196Z

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 c2103cee-8f20-4dc7-97d2-90bf92870d2d · outbound

This paper cites Rashomon.

On the Existence of Simpler Machine Learning Models Rashomon

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.103524Z

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 af423538-bfe9-46c4-8451-690129aee997 · outbound

This paper cites PAC - B ayes & margins.

On the Existence of Simpler Machine Learning Models PAC - B ayes & margins

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.087148Z

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 f2e48368-544a-4e34-8ae8-a7ebccf383fe · outbound

This paper cites Interplay between concentration, complexity and geometry in learning theory with applications to high dimensional data analysis.

On the Existence of Simpler Machine Learning Models Interplay between concentration, complexity and geometry in learning theory with applications to high dimensional data analysis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.071819Z

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 b8a9c5fe-e183-458b-89e8-79318395ca98 · outbound

This paper cites McCormick, and David Madigan.

On the Existence of Simpler Machine Learning Models McCormick, and David Madigan

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.056458Z

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 90703468-01e2-4bd2-bde0-5b1a20bb1e07 · outbound

This paper cites Letham, Cynthia Rudin, and Edward Browne.

On the Existence of Simpler Machine Learning Models Letham, Cynthia Rudin, and Edward Browne

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.043734Z

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 438957bd-107b-420d-a935-feacd93114ae · outbound

This paper cites Adaptive model selection using empirical complexities.

On the Existence of Simpler Machine Learning Models Adaptive model selection using empirical complexities

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.030498Z

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 69a2645f-02a0-4b6d-8b9b-7b4f993177a8 · outbound

This paper cites Complexity regularization via localized random penalties.

On the Existence of Simpler Machine Learning Models Complexity regularization via localized random penalties

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:54.013469Z

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 09b0f58f-23e2-4ee3-8925-0057b8ef1d2e · outbound

This paper cites The theory of error-correcting codes, volume 16.

On the Existence of Simpler Machine Learning Models The theory of error-correcting codes, volume 16

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.745331Z

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 1da2349d-2b26-4413-9284-e4626783a713 · outbound

This paper cites Stability selection.

On the Existence of Simpler Machine Learning Models Stability selection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.721928Z

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 cfa0d626-3752-4e5f-b542-d5bae91669be · outbound

This paper cites A few notes on statistical learning theory.

On the Existence of Simpler Machine Learning Models A few notes on statistical learning theory

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.706621Z

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 0b945334-42b6-4bc4-b5d1-f33dca36c542 · outbound

This paper cites Identifying a minimal class of models for high-dimensional data.

On the Existence of Simpler Machine Learning Models Identifying a minimal class of models for high-dimensional data

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.692307Z

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 6a90f4a8-95d5-47c0-a21e-08e3dd349620 · outbound

This paper cites Approximation of monomials by lower degree polynomials.

On the Existence of Simpler Machine Learning Models Approximation of monomials by lower degree polynomials

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.678052Z

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 38308a9b-52d1-4020-a8d5-561f19b3fb9c · outbound

This paper cites On the degree of polynomials that approximate symmetric boolean functions (preliminary version).

On the Existence of Simpler Machine Learning Models On the degree of polynomials that approximate symmetric boolean functions (preliminary version)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.664383Z

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 f26e0c3d-f247-4039-ac18-534ab2d399a2 · outbound

This paper cites Population-level prediction of type 2 diabetes from claims data and analysis of risk factors.

On the Existence of Simpler Machine Learning Models Population-level prediction of type 2 diabetes from claims data and analysis of risk factors

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.652192Z

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 2fd4883a-80ff-4baf-ad58-0a228d1591f5 · outbound

This paper cites A finite sample distribution-free performance bound for local discrimination rules.

On the Existence of Simpler Machine Learning Models A finite sample distribution-free performance bound for local discrimination rules

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.637689Z

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 6b43b07e-bef5-4afa-8609-1383077fd4e8 · outbound

This paper cites The age of secrecy and unfairness in recidivism prediction.

On the Existence of Simpler Machine Learning Models The age of secrecy and unfairness in recidivism prediction

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.623297Z

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 ec3bd16c-9eb8-4bb3-8971-e9649dc5d757 · outbound

This paper cites Boosting the margin: A new explanation for the effectiveness of voting methods.

On the Existence of Simpler Machine Learning Models Boosting the margin: A new explanation for the effectiveness of voting methods

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.610062Z

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 291d3f2d-777f-4d60-b645-1fc58635c53e · outbound

This paper cites Structural risk minimization over data-dependent hierarchies.

On the Existence of Simpler Machine Learning Models Structural risk minimization over data-dependent hierarchies

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.595609Z

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 8182fee9-fbff-4b6b-90c2-fab25b952a14 · outbound

This paper cites Smoothness, low noise and fast rates.

On the Existence of Simpler Machine Learning Models Smoothness, low noise and fast rates

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.581829Z

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 c99d7e58-df71-46cf-87b1-ecef7914a835 · outbound

This paper cites van der Heijden.

On the Existence of Simpler Machine Learning Models van der Heijden

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.569536Z

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 b14d02ef-6077-49da-8814-6c78c82f1839 · outbound

This paper cites Machine learning with operational costs.

On the Existence of Simpler Machine Learning Models Machine learning with operational costs

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.554922Z

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 a848c111-fe10-446d-a855-2717ce0ec2c4 · outbound

This paper cites On combining machine learning with decision making.

On the Existence of Simpler Machine Learning Models On combining machine learning with decision making

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.542866Z

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 f1ce1064-ea73-4018-b3c7-0039d7973340 · outbound

This paper cites Robust Optimization using Machine Learning for Uncertainty Sets.

On the Existence of Simpler Machine Learning Models Robust Optimization using Machine Learning for Uncertainty Sets

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-14T15:09:53.078825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7ca445-e627-4fd7-bd48-a084710d1ffd · outbound

This paper cites Supersparse Linear Integer Models for Optimized Medical Scoring Systems.

On the Existence of Simpler Machine Learning Models Supersparse Linear Integer Models for Optimized Medical Scoring Systems

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.530392Z

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 d67cd3fb-1a44-4581-ba4f-77e138e92149 · outbound

This paper cites The Nature of Statistical Learning Theory.

On the Existence of Simpler Machine Learning Models The Nature of Statistical Learning Theory

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.515731Z

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 26e0dd76-f139-4f9d-82ee-98d4a3847bea · outbound

This paper cites On the uniform convergence of relative frequencies of events to their probabilities.

On the Existence of Simpler Machine Learning Models On the uniform convergence of relative frequencies of events to their probabilities

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.499333Z

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 a22abf1c-245d-4494-a55d-786a51fce0c9 · outbound

This paper cites An information measure for classification.

On the Existence of Simpler Machine Learning Models An information measure for classification

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.485561Z

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 6cd38568-7064-480a-9db9-55f130768a72 · outbound

This paper cites Interpretable classification models for recidivism prediction.

On the Existence of Simpler Machine Learning Models Interpretable classification models for recidivism prediction

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.471570Z

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 2eddbe67-2211-4aed-a343-fe7dadce8717 · outbound

This paper cites The covering number in learning theory.

On the Existence of Simpler Machine Learning Models The covering number in learning theory

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.457506Z

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Observation de50837b-41c9-42e1-9efc-078645a7690d · outbound

This paper cites 1-norm support vector machines.

On the Existence of Simpler Machine Learning Models 1-norm support vector machines

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:09:53.440800Z

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Pith citing papers

Observation 2483ffd5-1283-42b4-8b96-75fa283430fd · inbound

Rashomon Sets and Model Multiplicity in Federated Learning cites this paper.

Rashomon Sets and Model Multiplicity in Federated Learning On the Existence of Simpler Machine Learning Models

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T03:22:12.838296Z

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Observation a0c5ed33-4fd7-4145-a4d3-12cfdb23909c · inbound

SafeAdapt: Provably Safe Policy Updates in Deep Reinforcement Learning cites this paper.

SafeAdapt: Provably Safe Policy Updates in Deep Reinforcement Learning On the Existence of Simpler Machine Learning Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:00:58.767976Z

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Observation b4b01a5e-5dd3-4049-9ce2-2f3b4c227726 · inbound

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents cites this paper.

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents On the Existence of Simpler Machine Learning Models

Reference 144

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:21:16.318379Z

Source-reported events for the cited work

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Observation 848982a6-66da-412f-846d-1d5d2b69b5c8 · inbound

Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery cites this paper.

Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery On the Existence of Simpler Machine Learning Models

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-06-28T18:02:27.008740Z

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