Paper Citation Record · LEDGER

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning

As of 23 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2412.03867.

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

pith.paper-citation-record.v1
2412.03867 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:06:13.731446Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:58:03.777901Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T18:58:04.412736Z

Reference resolution

53 of 53 outbound references displayed

verified exact1
verified fuzzy37
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5863a627-4034-49a7-8d7e-15e94cdb52e6 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.501618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d122280f-2220-468c-9d94-bfd9e949cb9a · outbound

This paper cites Federated learning over wireless fading channels,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Federated learning over wireless fading channels,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.486565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 552b512f-3a2b-4a5b-b85d-939d9997d70b · outbound

This paper cites Systems and methods for communication resource usage control,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Systems and methods for communication resource usage control,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.471455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6f753154-ea6e-4507-9101-858e467c9309 · outbound

This paper cites Training neural networks on remote edge devices for unseen class classification,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Training neural networks on remote edge devices for unseen class classification,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.456515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35e4f0bc-0870-4b2e-98b8-94ce67982401 · outbound

This paper cites Communication lower bounds for statistical estimation problems via a distributed data processing inequality,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Communication lower bounds for statistical estimation problems via a distributed data processing inequality,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.442370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d84dd88c-a9bd-4071-a929-4eb6aadc12ce · outbound

This paper cites Geometric lower bounds for distributed parameter estimation under communication constraints,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Geometric lower bounds for distributed parameter estimation under communication constraints,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.428249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f26305e9-d445-4078-9a4b-eb6c78a996f7 · outbound

This paper cites Quantization bits allocation for wireless federated learning,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Quantization bits allocation for wireless federated learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.413866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e7e3f0ca-a140-45ad-8fd7-9dfe16f7dd58 · outbound

This paper cites Novel gradient sparsification algorithm via bayesian inference,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Novel gradient sparsification algorithm via bayesian inference,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.398452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e929e6e5-2713-4932-a29e-b219b7720886 · outbound

This paper cites A Field Guide to Federated Optimization.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning A Field Guide to Federated Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.541174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8324ee-47a3-405b-b4a3-948de4de4700 · outbound

This paper cites Adaptive federated optimization,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adaptive federated optimization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.383742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35a900ef-a92c-433c-9b15-0ebbc199fc54 · outbound

This paper cites Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:06:13.845825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3df87de0-0ae1-49ab-9df7-3c6d3d83dc0d · outbound

This paper cites Federated learning via over- the-air computation,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Federated learning via over- the-air computation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.369090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec29b044-c1b8-4b24-9bcb-ef68fe59b761 · outbound

This paper cites Device scheduling in over-the-air federated learning via matching pursuit,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Device scheduling in over-the-air federated learning via matching pursuit,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.354257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ffb5201-8aae-4d40-816e-b64446bb408d · outbound

This paper cites Broadband analog aggregation for low- latency federated edge learning,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Broadband analog aggregation for low- latency federated edge learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.340149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6848aee8-9a0a-4d13-8abb-35cc8953a5b1 · outbound

This paper cites Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.566404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a805272c-1df2-40f3-ac45-1b7c56ee74ed · outbound

This paper cites On analog gradient descent learning over multiple access fading channels,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning On analog gradient descent learning over multiple access fading channels,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.316858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 338e2c2b-f954-41f3-971c-10c8995cddf9 · outbound

This paper cites Over-the- air federated learning exploiting channel perturbation,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Over-the- air federated learning exploiting channel perturbation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.574814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 999e62cb-bc75-4439-a2d0-94424f0973ce · outbound

This paper cites Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.291851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f78dea18-b2ab-40f9-84af-1fe6a7760145 · outbound

This paper cites Harnessing wireless channels for scalable and privacy-preserving federated learning,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Harnessing wireless channels for scalable and privacy-preserving federated learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.277444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ff04603-d824-4547-8fef-f6e5b8d6e109 · outbound

This paper cites Over- the-air federated learning via second-order optimization,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Over- the-air federated learning via second-order optimization,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.263613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f3037944-f83c-4728-983e-eb65c184a757 · outbound

This paper cites GIANT: Globally improved approximate newton method for distributed optimization,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning GIANT: Globally improved approximate newton method for distributed optimization,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.248536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5374325-ebaf-4809-a880-87b704180cfa · outbound

This paper cites Disco: Distributed optimization for self-concordant empirical loss,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Disco: Distributed optimization for self-concordant empirical loss,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.233815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d361c177-5e9c-43b3-89d3-d96540cbf640 · outbound

This paper cites Distributed newton can communicate less and resist byzantine workers,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Distributed newton can communicate less and resist byzantine workers,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.219283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3217774b-3fa0-47c2-b251-3c02cb263c0b · outbound

This paper cites LIBSVM: A library for support vector machines,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning LIBSVM: A library for support vector machines,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.204371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7c7f4aa-2dad-4a70-b5f1-3b4c81c733f6 · outbound

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

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.609188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de8a164-8242-4ad4-8ccf-ce844fda28bb · outbound

This paper cites Learning multiple layers of features from tiny images,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Learning multiple layers of features from tiny images,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.187980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f22e25d-db8e-4711-850c-c09c75ac5f26 · outbound

This paper cites Fed-it: Addressing class imbalance in federated learning through an information- theoretic lens,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Fed-it: Addressing class imbalance in federated learning through an information- theoretic lens,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.618318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ccd6894-8cd2-4a63-926a-b09c0d0ef19c · outbound

This paper cites Adaptive subgradient methods for online learning and stochastic optimization.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adaptive subgradient methods for online learning and stochastic optimization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.162576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43d24c54-8136-4f08-b66a-9064f9acbd72 · outbound

This paper cites Adam: A method for stochastic optimization,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adam: A method for stochastic optimization,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.627525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fc2058-24cd-4155-82c9-20ec3ccb5f7f · outbound

This paper cites Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.636404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62feb49b-dc3d-4ac9-825b-ee3a02c6350c · outbound

This paper cites Communication-efficient distributed optimization using an approximate newton-type method,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Communication-efficient distributed optimization using an approximate newton-type method,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.139020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4960e06d-c427-4742-aef5-b88a29418a82 · outbound

This paper cites Feddane: A federated newton-type method,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Feddane: A federated newton-type method,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.124266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c87f8e3d-ed9c-4db8-8f4a-bbf2c1780658 · outbound

This paper cites AIDE: Fast and Communication Efficient Distributed Optimization.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning AIDE: Fast and Communication Efficient Distributed Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.649159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d39f301-d804-4a76-8a3a-8cd61da7d17b · outbound

This paper cites LocalNewton: Reducing Communication Bottleneck for Distributed Learning.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning LocalNewton: Reducing Communication Bottleneck for Distributed Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.653574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e174fba9-52c0-48cc-ac6c-827513257382 · outbound

This paper cites A reliable effective terascale linear learning system,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning A reliable effective terascale linear learning system,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.108541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9911b13f-2e60-4aed-a9a1-cc35255a0456 · outbound

This paper cites CoCoA: A general framework for communication-efficient distributed optimization,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning CoCoA: A general framework for communication-efficient distributed optimization,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.093869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 06050d97-ccaa-4e3f-a346-e9f0f3a740ee · outbound

This paper cites A distributed second-order algorithm you can trust,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning A distributed second-order algorithm you can trust,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.077832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c58dbac2-fba9-427f-bd0e-89bb2202907e · outbound

This paper cites an unresolved cited work.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:06:14.060481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98695038-9aa1-42e1-af0c-cdf8e5657e70 · outbound

This paper cites Distributed second order methods with fast rates and compressed communication,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Distributed second order methods with fast rates and compressed communication,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.045220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2180ed52-d7b2-4f7b-8a6b-5c6f5df2592f · outbound

This paper cites Fednl: Making newton-type methods applicable to federated learning,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Fednl: Making newton-type methods applicable to federated learning,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.031025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ace60400-7a75-4827-909a-1da8b21a3a14 · outbound

This paper cites Local stochastic gradient descent ascent: Convergence analysis and communication efficiency,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Local stochastic gradient descent ascent: Convergence analysis and communication efficiency,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.016504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e3f5604e-6b2d-4f27-a594-147969a0bc62 · outbound

This paper cites Federated minimax optimization: Improved convergence analyses and algorithms,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Federated minimax optimization: Improved convergence analyses and algorithms,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:14.001772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 669478bd-abf4-4c29-ad16-775c0f0ed5a6 · outbound

This paper cites Nocedal and S.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Nocedal and S

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.692025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc0ad51d-9f56-4e4e-a566-925b07b48a95 · outbound

This paper cites Adjustment of an inverse matrix corre- sponding to changes in the elements of a given column or a given row of the original matrix,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adjustment of an inverse matrix corre- sponding to changes in the elements of a given column or a given row of the original matrix,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.978080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e804812-b642-4a2f-bea3-ec8f1195b125 · outbound

This paper cites A uniform-forcing transceiver design for over-the-air function computation,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning A uniform-forcing transceiver design for over-the-air function computation,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.963223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22579111-0082-484f-92a9-622a26bc9b70 · outbound

This paper cites Stochastic quasi-newton with line-search regularisation,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Stochastic quasi-newton with line-search regularisation,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.948873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e94eff57-c2be-4c52-9e8c-b992de51d0bc · outbound

This paper cites A tutorial on gaussian process regression: Modelling, exploring, and exploiting functions,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning A tutorial on gaussian process regression: Modelling, exploring, and exploiting functions,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.708797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6106b6-50a5-4c12-aede-afc70c2b3f35 · outbound

This paper cites Gaussian processes,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Gaussian processes,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.924075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef98e48d-02c9-487e-b1d6-9bb035145e0c · outbound

This paper cites New versions of newton method: step- size choice, convergence domain and under-determined equations,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning New versions of newton method: step- size choice, convergence domain and under-determined equations,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.717628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd7bd85-cadc-4de7-af95-590833de5cc0 · outbound

This paper cites an unresolved cited work.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.721956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6500471b-7995-46ef-88b6-87acf013c35c · outbound

This paper cites Adafed: Fair federated learning via adaptive common descent direction,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adafed: Fair federated learning via adaptive common descent direction,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.891588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bf87e1f0-6ab6-4bd3-b672-1ebdc5989415 · outbound

This paper cites Fair wireless federated learning through the identification of a common descent direction,.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Fair wireless federated learning through the identification of a common descent direction,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:06:13.876866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3ae74d8-e158-47c7-9eb0-a1d19140658e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Adam: A Method for Stochastic Optimization

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T22:06:13.631914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 57152eb4-ffd5-44a7-afc0-278ab5eeadcf · inbound

Distributed Quasi-Newton Method for Fair and Fast Federated Learning cites this paper.

Distributed Quasi-Newton Method for Fair and Fast Federated Learning GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:58:04.418288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.