Paper Citation Record · LEDGER

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning

As of 21 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2506.18020.

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

pith.paper-citation-record.v1
2506.18020 v3

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:04:02.057919Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T20:57:24.187155Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:58:57.158365Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy31
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 862952c0-aa86-425f-8cbf-2949cd9734c2 · outbound

This paper cites Abbaszadeh, C.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Abbaszadeh, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.174320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38da84c4-56ff-4d58-becc-83feef6a3833 · outbound

This paper cites Alistarh, Z.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Alistarh, Z

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.146217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d977602d-449b-4685-a0da-5d9a7b1c05a4 · outbound

This paper cites Byzantine-Resilient Non-Convex Stochastic Gradient Descent.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Byzantine-Resilient Non-Convex Stochastic Gradient Descent

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:01.799195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3dee967-b740-4b36-91fa-539bef27319f · outbound

This paper cites Allouah, S.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Allouah, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.122041Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3acdf0e3-b4ca-4fa8-9218-c15d5fb18488 · outbound

This paper cites Allouah, R.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Allouah, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.103074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 26749f45-471a-467c-9085-b7a11596f058 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:03.083610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a096aee6-09cb-428c-a706-ed7862b12e63 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:03.064903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4aabd0ec-8aa4-4aad-8f7b-8549829bc4dd · outbound

This paper cites Baruch, M.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Baruch, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.041150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c73e80f9-95ab-4185-b110-a081cc4105f7 · outbound

This paper cites Bottou and O.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Bottou and O

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.023444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ff49065-2e85-4422-93e9-a7bfbd71c5e1 · outbound

This paper cites Bousquet and A.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Bousquet and A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:03.008025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c06091cc-4f91-4d44-a9f7-e8ee214f1f06 · outbound

This paper cites Charles and D.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Charles and D

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.991430Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aeeb5151-1096-48c5-9474-cf2ac421d498 · outbound

This paper cites Devroye and T.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Devroye and T

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.974771Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 675afdbf-7458-427e-8853-e538d804fe7f · outbound

This paper cites Elisseeff, T.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Elisseeff, T

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.957121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8b9734f-12d0-4c9c-944f-d4221e595ccf · outbound

This paper cites Farhadkhani, R.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Farhadkhani, R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.940691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 515a1594-94b6-407c-be25-59765b6584a8 · outbound

This paper cites On the Relevance of Byzantine Robust Optimization Against Data Poisoning.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning On the Relevance of Byzantine Robust Optimization Against Data Poisoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:01.862798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8795fcee-113a-468c-96e5-9848e63811ef · outbound

This paper cites Farhadkhani, R.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Farhadkhani, R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.924656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0144ed5-30a7-4c4f-a2a6-8a96db8ee6cd · outbound

This paper cites Farhadkhani, R.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Farhadkhani, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.905336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e036a234-dde5-4e05-a24e-5a8d6cf3a1ec · outbound

This paper cites Goldwasser, S.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Goldwasser, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.886476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd05d8d9-292c-45d6-ae5f-f2d4395821f4 · outbound

This paper cites Gorbunov, S.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Gorbunov, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.868971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c5962f8b-f41a-4c87-933c-d9d5e22e6efd · outbound

This paper cites Guerraoui, N.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Guerraoui, N

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.845184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d803aa4-f854-4786-9d51-2deea91fb592 · outbound

This paper cites Guerraoui, N.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Guerraoui, N

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.822876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c91fa5f-6b3a-483f-a42e-4f75584a5879 · outbound

This paper cites Guerraoui, S.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Guerraoui, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.791001Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1981b61-7436-40da-ada6-72fd78a2abac · outbound

This paper cites Hardt, B.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Hardt, B

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.764250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11e471c7-48ea-4a5a-8084-b63e3993fec5 · outbound

This paper cites Kairouz, H.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Kairouz, H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.742921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24853d35-8807-43d8-a97c-02ce7235896e · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.723636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0384d7c-1f2d-403b-b03c-108103bd7d95 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.705224Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce4be351-f4b0-4062-8477-9cc8b5344ad6 · outbound

This paper cites Lamport, R.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Lamport, R

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.685260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 828f1e5e-b158-4ddf-9caa-9c7d5b86999b · outbound

This paper cites Le Bars, A.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Le Bars, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.665976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3fad06b5-c2a7-4462-98b3-7fe9f53e3dba · outbound

This paper cites Lei and Y.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Lei and Y

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.645015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7231935f-d8a0-4adc-95f7-8c0ec10a0bfb · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.626854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfb1eb8f-2364-45f7-8ae8-d559937013bf · outbound

This paper cites Lugosi and G.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Lugosi and G

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.610156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23556f46-08da-46a2-9c19-1fe01216cd32 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.594863Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47a6a5f6-8c7f-403d-b05e-976cba268990 · outbound

This paper cites Rogers and T.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Rogers and T

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.577992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbccb309-9b78-4e6c-ae9f-3a682ae2f085 · outbound

This paper cites Russo and J.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Russo and J

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.556249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c95cc43-d972-449a-aec4-91acd636f0c5 · outbound

This paper cites Sabater, A.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Sabater, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.540515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f11a5a1f-02da-4470-a28c-bcacf9dd899c · outbound

This paper cites Shalev-Shwartz, O.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Shalev-Shwartz, O

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.524113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 798d01fc-e1f0-47f1-bff0-375bedca879a · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.507024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 504a05fc-73c2-46a1-8d1e-5bae42c1cbfe · outbound

This paper cites Shejwalkar and A.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Shejwalkar and A

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.488668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55b4f739-d6b2-46eb-a510-e21fa0cb289b · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.470737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51e7ddd1-7f5e-46fc-9b77-feb87bf829bf · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.450104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3be24b00-ce63-452d-88cf-587e36ee5572 · outbound

This paper cites Vapnik and A.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Vapnik and A

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.432225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2c39c6fe-85a6-42bc-aa63-44e4b214ec2e · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.415985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfd84ed4-4e85-4177-9d1c-96293c995072 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.396577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98b917a7-40dd-43bc-bf9f-3ea5b9f1b491 · outbound

This paper cites Ye and Q.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Ye and Q

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:04:02.234628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bc7d416c-2b42-45a8-aa72-2a21ea1ec964 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.213847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1be308fc-0b82-46c7-8b0b-32620368f393 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.180963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d37a14c8-b88f-4151-94c4-b7a081ced699 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.164159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14bfe054-a869-4f3c-bd25-2647ea8de891 · outbound

This paper cites an unresolved cited work.

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:02.146165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation a53ed0a1-5dd4-4473-ba58-df24b691c1d8 · inbound

Dangerous Liaisons of Convex Learning and Non-Affine Aggregation cites this paper.

Dangerous Liaisons of Convex Learning and Non-Affine Aggregation Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T02:15:54.986006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d2f4d867-40bd-49c0-adce-ddee093d38a7 · inbound

Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness cites this paper.

Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-07T02:15:54.986006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.