Paper Citation Record · LEDGER

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2506.01396.

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

pith.paper-citation-record.v1
2506.01396 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:52:52.876247Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy20
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2f04d09-1cd9-4179-8d3b-9b1cbf25c4dc · outbound

This paper cites J., McMahan, H.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping J., McMahan, H

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.911090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ff194e3-0e58-448e-9f90-639b5f622239 · outbound

This paper cites Optuna: A next-generation hyperparameter optimization framework.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Optuna: A next-generation hyperparameter optimization framework

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.893004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation faf77d5c-4c6d-4ba1-ab4f-48dd5835c960 · outbound

This paper cites Differentially private learning with adaptive clipping.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Differentially private learning with adaptive clipping

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.877390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ea91914-9d32-4a45-8d52-860db237062b · outbound

This paper cites Differential privacy has disparate impact on model accuracy.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Differential privacy has disparate impact on model accuracy

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.862288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 256da797-49af-43eb-8def-3a2e7d9aea29 · outbound

This paper cites and Kohavi, R.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Kohavi, R

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:50.469423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d7619f9-0bff-4147-9446-a375fe59d099 · outbound

This paper cites Algorithmic decision making and the cost of fairness.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Algorithmic decision making and the cost of fairness

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.846802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f73a7de6-34a6-4361-9c67-393216bf1c97 · outbound

This paper cites Unlocking High-Accuracy Differentially Private Image Classification through Scale.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unlocking High-Accuracy Differentially Private Image Classification through Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:50.679040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd7e54c6-162d-4ac8-93c5-1b5bc7127198 · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:50.814357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adcf1cd2-1e4d-42a3-9ae3-baf6ff44d34c · outbound

This paper cites and Roth, A.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Roth, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:50.958877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a27db51-3c43-4de7-af78-89c4f8b15ab3 · outbound

This paper cites Our data, ourselves: Privacy via distributed noise generation.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Our data, ourselves: Privacy via distributed noise generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.830897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97c3b085-1040-436b-b018-2065691f425d · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:52:53.813964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c9d837f-2260-4f7d-b43c-d4a4a5f8322f · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:52:53.798309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29eb6d78-bd9e-4431-a547-6c11f4438529 · outbound

This paper cites S., Ghomi, A.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping S., Ghomi, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.782289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c15934a-bd8f-4972-a02b-7c0b9dcf340b · outbound

This paper cites V., and Zhu, K.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping V., and Zhu, K

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.765218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8d2dd9f-17b0-4879-a0e8-8bf90ebecece · outbound

This paper cites Deep residual learning for image recognition.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Deep residual learning for image recognition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.750156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2daf8183-b986-47c5-bb05-686297b35dac · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967041a9-18ae-455c-b359-7fa51683098c · outbound

This paper cites and Kulkarni, T.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Kulkarni, T

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.721803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 352b4bfb-9df8-4566-8734-168447ffa3f6 · outbound

This paper cites J., Loftus, J.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping J., Loftus, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.706552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c18391a5-18df-42f2-9b43-53639a6e7156 · outbound

This paper cites and Cortes, C.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Cortes, C

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.691808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 326bfbb0-c267-4e5d-ad04-d49804f6225a · outbound

This paper cites and Talwar, K.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Talwar, K

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.677162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3095b374-42d1-4197-9e04-204c043bc0d3 · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:52:53.660407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14ccc8cf-655b-4136-aa1b-28e92871de1c · outbound

This paper cites and Steinke, T.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Steinke, T

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.642681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a61af71-e835-4e6f-936d-8d9d0f7e7126 · outbound

This paper cites H., and Feragen, A.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping H., and Feragen, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.627489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2452e95-8e57-4238-aa3f-39971678dfff · outbound

This paper cites and Richt \'a rik, P.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and Richt \'a rik, P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.611599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6417f7de-9307-4ea6-8ecb-a3c383f7ef36 · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:52:53.595156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ba361bc-367c-4d99-aa7b-03f66e0b2e08 · outbound

This paper cites H., and Fioretto, F.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping H., and Fioretto, F

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.578197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b7fffd0-1152-4182-8a92-1872945baff2 · outbound

This paper cites Integrating administrative registers and household surveys.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Integrating administrative registers and household surveys

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:52.281125Z

Source-reported events for the cited work

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Observation 3851e69d-2c33-4fbc-8200-0ec9e013be49 · outbound

This paper cites Pytorch image models.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Pytorch image models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.549391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af49064a-2f11-462b-9b46-a522a983e67c · outbound

This paper cites and He, K.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping and He, K

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91241e3-57d6-4b6e-9510-8cf6efde029c · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:52.423448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d548b4-f8fb-4c90-aab4-afcaa587d7a1 · outbound

This paper cites Removing disparate impact on model accuracy in differentially private stochastic gradient descent.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Removing disparate impact on model accuracy in differentially private stochastic gradient descent

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.512061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e59bdb1d-de12-4a1d-be47-036607547270 · outbound

This paper cites Opacus: User-Friendly Differential Privacy Library in PyTorch.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Opacus: User-Friendly Differential Privacy Library in PyTorch

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:52.491446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ea54e3-203a-450d-80fc-917da4250ca2 · outbound

This paper cites B., Valera, I., Gomez - Rodriguez, M., and Gummadi, K.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping B., Valera, I., Gomez - Rodriguez, M., and Gummadi, K

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:52:53.309449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c609627-fa55-4847-895d-dae39bcbb113 · outbound

This paper cites @esa (Ref.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping @esa (Ref

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:52.684724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 215ba773-be5e-4961-bd7c-e44acd1e224d · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:52.781018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e4ce5fa-d9e4-447a-86ff-22e0bc18e28a · outbound

This paper cites an unresolved cited work.

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:52:53.141052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.