Paper Citation Record · LEDGER

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning

As of 22 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2502.00193.

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

pith.paper-citation-record.v1
2502.00193 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:57:50.547396Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:43.210852Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:16:25.829629Z

Reference resolution

56 of 56 outbound references displayed

verified exact0
verified fuzzy42
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b305cf53-31ad-417b-b94d-b15d7d33804d · outbound

This paper cites Byzantine-resilient non-convex stochastic gradient descent.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Byzantine-resilient non-convex stochastic gradient descent

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.555553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6bd13f47-7d9a-4d2e-ab4b-83e4310af883 · outbound

This paper cites Fixing by mixing: A recipe for optimal byzantine ml under heterogeneity.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Fixing by mixing: A recipe for optimal byzantine ml under heterogeneity

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.537508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a5212e1-4c44-4eed-9333-df94fe83430c · outbound

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

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Differential privacy has disparate impact on model accuracy

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.515828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24ab1b60-02f4-42ef-a292-05b87f347416 · outbound

This paper cites A little is enough: Circumventing defenses for distributed learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning A little is enough: Circumventing defenses for distributed learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.498200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ecdeef4-b2b8-451a-81ac-ac48b1de53a0 · outbound

This paper cites M., Guerraoui, R., and Stainer, J.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning M., Guerraoui, R., and Stainer, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.478126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a9ad964c-4d08-401c-90d8-644aea2580d1 · outbound

This paper cites R., Angeli, G., Potts, C., and Manning, C.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning R., Angeli, G., Potts, C., and Manning, C

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.459919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 517deeaf-dd34-494b-bc59-5a5a89420d57 · outbound

This paper cites Learning from untrusted data.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Learning from untrusted data

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.441050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fea329d8-b181-444a-a990-28139db3ac47 · outbound

This paper cites Fine-grained theoretical analysis of federated zeroth-order optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Fine-grained theoretical analysis of federated zeroth-order optimization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.421575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18928b5c-d931-41ca-8f84-f9d309fe6151 · outbound

This paper cites C., Jordan, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning C., Jordan, M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.403444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46d6f759-6389-4821-ba36-81766a9066ee · outbound

This paper cites Private aggregation in wireless federated learning with heterogeneous clusters.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Private aggregation in wireless federated learning with heterogeneous clusters

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.380829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cffcbd17-df37-410f-99ef-2e230c764d07 · outbound

This paper cites M., Farhadkhani, S., Guerraoui, R., Guirguis, A., Hoang, L.-N., and Rouault, S.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning M., Farhadkhani, S., Guerraoui, R., Guirguis, A., Hoang, L.-N., and Rouault, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.361312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 615b83cc-2d6d-400b-a323-2c28a4d432ec · outbound

This paper cites Local model poisoning attacks to byzantine-robust federated learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Local model poisoning attacks to byzantine-robust federated learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.337727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 63f645f1-a962-4336-a1ee-7201fbf686da · outbound

This paper cites N., and Zhou, Y.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning N., and Zhou, Y

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.319581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e765a6bc-10ca-4c12-8ad8-48e3b4388e0c · outbound

This paper cites D., Kalai, A.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning D., Kalai, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.301945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46978c12-30a8-41f3-93ad-633da82fdcb5 · outbound

This paper cites On the information-adaptive variants of the admm: an iteration complexity perspective.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning On the information-adaptive variants of the admm: an iteration complexity perspective

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.285357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a1f3ccc-7ab5-44bc-8fde-de4a033e6677 · outbound

This paper cites and Lan, G.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning and Lan, G

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.268720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca4e4366-8711-4337-9ae5-0fa328df38a6 · outbound

This paper cites Black-box adversarial attacks with limited queries and information.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Black-box adversarial attacks with limited queries and information

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.253423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 85a0a4eb-1035-4194-9dd0-c16aa5c55aed · outbound

This paper cites A., Li, S., and Caire, G.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning A., Li, S., and Caire, G

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.236702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25ce674f-0c0f-44ae-9609-996f913310ad · outbound

This paper cites and Lindenstrauss, J.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning and Lindenstrauss, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.220467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf6b3740-49c3-46a5-974a-d79123e12c6b · outbound

This paper cites P., Rebjock, Q., Stich, S., and Jaggi, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning P., Rebjock, Q., Stich, S., and Jaggi, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.199591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dce0f977-44de-49c1-99e7-2c602ffcdb02 · outbound

This paper cites P., He, L., and Jaggi, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning P., He, L., and Jaggi, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.182780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 562c118e-256c-41da-855d-6f0629c6aaaa · outbound

This paper cites and Wolfowitz, J.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning and Wolfowitz, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.163574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e938a50-8864-4d08-abe0-d21e15c32c74 · outbound

This paper cites Learning to Detect Malicious Clients for Robust Federated Learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Learning to Detect Malicious Clients for Robust Federated Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.369406Z

Source-reported events for the cited work

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Observation 08af1bba-c669-460e-8d28-fc9b8c08420a · outbound

This paper cites Simple, unified analysis of Johnson-Lindenstrauss with applications.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Simple, unified analysis of Johnson-Lindenstrauss with applications

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.375356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1ca28a-623c-4b82-91f4-8d21311e0232 · outbound

This paper cites O., and Varshney, P.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning O., and Varshney, P

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.144925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 41d805e4-fc7b-4231-99ce-27a60900fb24 · outbound

This paper cites an unresolved cited work.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:57:51.128325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c38131f-358c-4bfc-b80b-8182290016d3 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.392319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f530da2e-1e16-4235-92a1-08852cebc720 · outbound

This paper cites An efficient statistical-based gradient compression technique for distributed training systems.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning An efficient statistical-based gradient compression technique for distributed training systems

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.111333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 37ef1d83-4567-4477-bb47-e9eb4e80da9b · outbound

This paper cites V., Bondaschi, M., Vogels, T., Jaggi, M., Kim, H., and Gastpar, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning V., Bondaschi, M., Vogels, T., Jaggi, M., Kim, H., and Gastpar, M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.092708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d16d1a99-74bc-481d-85de-7b3a32113596 · outbound

This paper cites D., Chen, D., and Arora, S.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning D., Chen, D., and Arora, S

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.410072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec7e311-8110-48be-9bd3-074a724ec31a · outbound

This paper cites an unresolved cited work.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.416405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42790764-0a9d-4497-a93b-ca7e957b91a1 · outbound

This paper cites Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.421569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22040e8-806e-404f-989e-461d05cb824a · outbound

This paper cites Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.427096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8600d7f2-6e26-4958-9927-0c69fae99e09 · outbound

This paper cites Zeroth-order methods for nondifferentiable, nonconvex, and hierarchical federated optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Zeroth-order methods for nondifferentiable, nonconvex, and hierarchical federated optimization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.054736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3addd7f9-fa9d-4949-aabe-0a48065ea182 · outbound

This paper cites V., Herrera, F., and Mart \' nez-C \'a mara, E.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning V., Herrera, F., and Mart \' nez-C \'a mara, E

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.039023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c70315d-dd59-400e-97e2-383771cc4c26 · outbound

This paper cites Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.442632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff918d9-8f03-4e81-99f8-09881233bb4f · outbound

This paper cites K., Moraes, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning K., Moraes, M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:51.023415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bc06642b-d9a3-4312-94cc-ed541a53bbbb · outbound

This paper cites an unresolved cited work.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:57:51.006858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa342947-e0c6-4c8d-9998-91ae97f63497 · outbound

This paper cites Auror: Defending against poisoning attacks in collaborative deep learning systems.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Auror: Defending against poisoning attacks in collaborative deep learning systems

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.988925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 38efc425-39ca-468d-8f68-d3c6069caef4 · outbound

This paper cites D., Ng, A.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning D., Ng, A

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.972306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e7b9e787-482a-44b7-8bf5-79ae617e6b5d · outbound

This paper cites Multivariate stochastic approximation using a simultaneous perturbation gradient approximation.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Multivariate stochastic approximation using a simultaneous perturbation gradient approximation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.956660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1269dd92-224f-4187-8e13-aae7852b0cc4 · outbound

This paper cites Private fine-tuning of large language models with zeroth-order optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Private fine-tuning of large language models with zeroth-order optimization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.941127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 91a155f1-dcb6-469f-b68e-0c4505454e2a · outbound

This paper cites Distributed zero-order algorithms for nonconvex multiagent optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Distributed zero-order algorithms for nonconvex multiagent optimization

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.924435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1474a045-24a8-4f7f-93f1-1342410e4132 · outbound

This paper cites z -SignFedAvg : A unified stochastic sign-based compression for federated learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning z -SignFedAvg : A unified stochastic sign-based compression for federated learning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.906530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 80b66190-9ada-4336-8a1f-03af6b321f7b · outbound

This paper cites A hybrid approach to privacy-preserving federated learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning A hybrid approach to privacy-preserving federated learning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.889408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8675d9fd-d8aa-44ae-911f-c6b2c58cc95a · outbound

This paper cites P., and Jaggi, M.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning P., and Jaggi, M

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.872313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1248d24e-2519-45e6-801f-a4ceddfd241b · outbound

This paper cites an unresolved cited work.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:57:50.854025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2de5b987-af72-4b9e-bf42-3fa72d363a5b · outbound

This paper cites an unresolved cited work.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-09T19:57:50.836935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0bd8cf2c-b16e-46b5-a738-e6b5dcc690e0 · outbound

This paper cites A new theoretical perspective on data heterogeneity in federated optimization.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning A new theoretical perspective on data heterogeneity in federated optimization

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.820066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be5a7768-495d-47d3-93d8-57fb05647339 · outbound

This paper cites H., Farokhi, F., Jin, S., Quek, T.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning H., Farokhi, F., Jin, S., Quek, T

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.801044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46e86a7e-a4a4-4582-bce3-c9b5de0139bb · outbound

This paper cites TernGrad : Ternary gradients to reduce communication in distributed deep learning.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning TernGrad : Ternary gradients to reduce communication in distributed deep learning

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.782705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0314852a-f3e9-4024-a5c7-a84152fcb488 · outbound

This paper cites Fall of empires: Breaking byzantine-tolerant sgd by inner product manipulation.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Fall of empires: Breaking byzantine-tolerant sgd by inner product manipulation

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.764914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f61ed1f-e279-4747-abce-306f127053f0 · outbound

This paper cites Byzantine-robust distributed learning: Towards optimal statistical rates.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Byzantine-robust distributed learning: Towards optimal statistical rates

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.748035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 853e43a4-f2ba-4b79-9181-e1926ec60a0e · outbound

This paper cites Federated Learning with Non-IID Data.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Federated Learning with Non-IID Data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:50.536963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feaec60c-5607-4051-a2e4-3ba0882470a1 · outbound

This paper cites Federated learning on non-iid data: A survey.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning Federated learning on non-iid data: A survey

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.730040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39f2d880-e7b1-4743-9156-48ee0660b461 · outbound

This paper cites and Philip, S.

Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning and Philip, S

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:57:50.711881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 25deb499-83c5-4e8a-9b84-e49aeefc1086 · inbound

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning cites this paper.

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:43.210852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec96496-c241-4917-b3f5-9660305374c3 · inbound

Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates cites this paper.

Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning

Reference 187

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:25.832694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.