Pith. sign in

Paper Citation Record · LEDGER

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.07007.

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

pith.paper-citation-record.v1
2608.07007 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:50:17.786278Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

38 of 38 outbound references displayed

  • verified exact4
  • verified fuzzy8
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 21fd6b8d-b7ed-41c8-82bc-d4dd20858df4 · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Federated Learning: Strategies for Improving Communication Efficiency

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.579733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.579733Z digest=sha256:14888e4c73bacb2a973133d7e5f8bdb12a36a1336f63bf7e6506c5e3ff195654

Observation 19bfa1fa-4d1f-40a2-b47e-f1432316fe75 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.587003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.587003Z digest=sha256:c1f591e1068efd4d747aca4a06cb7e74d7a68908fa249285faa5a2e892e52761

Observation 06015deb-5eeb-4baa-8360-04b18522f0ee · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.592919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.592919Z digest=sha256:2b6b0f97f03eb8044dac129c78e84c22275fac154ddb81d631b3ce4fa5b45490

Observation 6b2953f6-075b-411b-8d88-7609d31d650b · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-10T16:50:17.848997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.598647Z digest=sha256:9249d53e28663171d2512a1e04874e65e72d756f72ce279397951716c94293bd

Observation f3e9e66b-c713-4e0d-b5ac-bea016b005dd · outbound

This paper cites McMahan, E.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks McMahan, E

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.605192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.605192Z digest=sha256:11067fe392eccf6d81edf7f056efc7624909bda898bfa86aa094043349cc8463

Observation 631ab54b-f1bd-4050-afb9-3dac456151c0 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.249781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.611361Z digest=sha256:67a606c02cb132ffa84cd729e25e0a3a3743d2288897d637a6596d7c473a1287

Observation 3d332d24-d5c9-4f40-ae2d-75d8d6dfd20b · outbound

This paper cites Annunziata, M.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Annunziata, M

Reference 7

Resolution
verified exact
raw_fallback, observed 2026-08-10T16:50:18.856672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.617473Z digest=sha256:d260cf3dc8067b91cae4b5c6a360148a8c45f0b967a11e89cb01d61dd8c2308b

Observation 8a668571-e6dc-4adc-929e-352420f13de5 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.623061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.623061Z digest=sha256:6be8075d402d97683c2e2321a50df00ced8c1836cfb992ca950868532a454e15

Observation 6c16f827-58d8-46a4-a39c-a3a1fc4062b8 · outbound

This paper cites Ghasemi, A.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Ghasemi, A

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T16:50:18.706631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.628697Z digest=sha256:bb7832b949f4a2e9648d001019131e5517673b884bb170654b24365b50aae7ec

Observation 4a4bdd0a-2a2f-4687-a6a9-470d932aed36 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.235766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.634314Z digest=sha256:3e33e25e6cdcf9225a4e92740460da808ff2da96e73aade30840567eda4c52bd

Observation 2445288f-dd2e-4509-b609-9788ac2d1599 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.221206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.640805Z digest=sha256:a12854c851734dbcdbba2aa175116f281763915b12d15cd18b82f0ae8efdddec

Observation 60584efe-282c-4c1a-b9c9-1a0af3467007 · outbound

This paper cites Zawad, X.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Zawad, X

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T16:50:18.626815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.646356Z digest=sha256:f000c0927e0cdca953fbbc0cfbdf31088737d5d578ce0530e28f550d23a5ec1a

Observation 2a8a89ff-f202-4d18-8495-ba4cd3b70dd3 · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.651926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.651926Z digest=sha256:02f13c17ea6a197799615101f9dd563c3fc96db7f1a194a4c8b296a62f0d46a0

Observation 54258ec1-c90e-415f-b4c0-cf39c2460682 · outbound

This paper cites Kundroo, T.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Kundroo, T

Reference 14

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T16:50:18.523747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.657488Z digest=sha256:5d686c094e48485b770a6266d249015bab51c0f828e82424bae337ae46bdb2b0

Observation 94ed7a76-8b2f-456b-9042-646e74bdf109 · outbound

This paper cites Federated Learning with Non-IID Data.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Federated Learning with Non-IID Data

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.662827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.662827Z digest=sha256:58e3857748b344c295fc098141aa3edb0f4767f4868e92a882b3eafb0043c893

Observation 6c3a30e9-6188-4fa0-b9f5-9172cc123047 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.206530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.668666Z digest=sha256:14331d47dcebd5fa912a117fffdacf75f901dbb963695fd943a8d9648ed3c7f5

Observation 6639d55d-85f4-43ef-9c1d-f6083be1d05a · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.673871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.673871Z digest=sha256:fb7b7d667708cc8b9e82db372fc36bf2921cbd1a9cdd1a65f1583caf7216747a

Observation 193981bd-63c7-480a-9b7b-89ca486a996d · outbound

This paper cites Smith, C.-K.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Smith, C.-K

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.191439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.679483Z digest=sha256:bde41baa7c5fa908ccb576660c9e6a40e88426c55285d7cb623e2d9ee6fb3760

Observation b3dcc3eb-9558-435a-9d2d-556b3b10eb21 · outbound

This paper cites Adaptive Federated Optimization.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Adaptive Federated Optimization

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.684933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.684933Z digest=sha256:987911e61848fadd450192f7ac54db2d37be3c98f42cb9f0035bf201f35170a4

Observation 55ca094c-4d82-4b44-8788-d643fddb3145 · outbound

This paper cites 5442–5444.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks 5442–5444

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.176423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.690679Z digest=sha256:851f45802413f00471487933a22595bf90e0d2cab43e80e848610b9afb80a986

Observation 5a0bb0ff-9343-4a91-85c6-5a5e150e137e · outbound

This paper cites Zaheer, S.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Zaheer, S

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.161357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.696207Z digest=sha256:2365a44335b83cfb715cd7d061296970611c079832c50d70ba7a3a6e17422429

Observation 39fd9633-258c-48f1-a15c-e7ac8c1f05db · outbound

This paper cites Adam: A Method for Stochastic Optimization.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Adam: A Method for Stochastic Optimization

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.701863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.701863Z digest=sha256:af8a8662d348641d8889317264fec74344abb9aa019b964ad48d32a7fa6ca4bc

Observation 811f665c-4583-42e9-bc28-bcde80565eae · outbound

This paper cites SCAFFOLD: Stochastic Controlled Averaging for Federated Learning.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.707671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.707671Z digest=sha256:4529a970c29fa2e307a7bfa24fbdaf52acbe5f35f0489983496576dca67ec9bc

Observation 02969aba-9b9b-4127-8cb9-9aad0b3093ec · outbound

This paper cites Kundroo, T.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Kundroo, T

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.145806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.713257Z digest=sha256:e04299e55200efc03e23a7e770f466e9d7dc1a540842579c097fa42848ad053c

Observation e872bf19-bfee-4b41-9992-993d3f93d45d · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.130418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.723541Z digest=sha256:a4410a8798feda1fc24ca7b1c642abfd3d7e61edbe959f5c223ead69908c1e3c

Observation 54524a74-ebfc-4fba-89aa-484dd362d362 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.114494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.729087Z digest=sha256:adfe9aff1f51fa6f8cd0d6d37e62a43abcfaa8009b14c00fc73203fb3e66f770

Observation ff288941-59b6-4225-a108-7fda7cfffa37 · outbound

This paper cites Pillutla, S.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Pillutla, S

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.097399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.734214Z digest=sha256:7cd695aa498848e4010ba477f01c7fdb34c17b2359e8567145f60108f26a2b84

Observation d9e46175-2164-40fb-83c0-b6cbd85441cc · outbound

This paper cites Zhang, Y.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Zhang, Y

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T16:50:18.212250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.739559Z digest=sha256:dab304cf1de2b0d1d43f2f3063859d5c21508a3a41d9e6ef15e09db0b1073281

Observation 3b9cb9e7-b5d5-4e4d-a013-9bdd4feb974b · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.744821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.744821Z digest=sha256:818bc67ed0b8b472997ffec392514fdf46ca1bc52caa1529fe7bba3f016c5a61

Observation 26bce837-3f97-438d-a858-0d24a5732ae9 · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.749927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.749927Z digest=sha256:164c022842a710c027f50545c1eb2f7bde12fda06bffafa43ce1036f024501b2

Observation 3c34dcf2-4273-46bc-8e16-c6b0a6a5e3ee · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:50:19.082224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.755058Z digest=sha256:0f40060bf8fa3d340ab941c7a2787367c8df4e980499d0b529f20087334ed612

Observation b7179afd-c6af-4b18-b68f-ce947fb952fd · outbound

This paper cites Scott, A.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Scott, A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.067003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.760026Z digest=sha256:10fc2db906d366d6649707fded0a545e4e112aac08025d29d07fd4aa7465204a

Observation 41d50d74-b397-42c0-894d-d3c0b891e160 · outbound

This paper cites On the Convergence of FedAvg on Non-IID Data.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks On the Convergence of FedAvg on Non-IID Data

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T16:50:17.765280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:50:17.765280Z digest=sha256:c3410d5fd6e6521b7dea07aa27c44b56c2dfe904cc87abfa9c1f39def938a28c

Observation d2a159be-8541-4977-b662-c00eedc9077d · outbound

This paper cites Kundroo, G.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Kundroo, G

Reference 34

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T16:50:17.946238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.770872Z digest=sha256:07062d925a531a56e804c3d20f71534fe9c7286819ab6f6a0679b880b7b9dab9

Observation 880336f0-bd43-493f-a9d4-d0fb6c1a248a · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-10T16:50:17.830674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.775876Z digest=sha256:456e181d09c79e54c3daad247dbb7f088c8d6d024c683dc0fb5c310a0d108ab7

Observation 2f51d3b5-0ac0-4d74-986f-5c641af468e4 · outbound

This paper cites Spearman, The proof and measurement of association between two things, The American journal of psychology 100 (3/4) (1987) 441–471.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Spearman, The proof and measurement of association between two things, The American journal of psychology 100 (3/4) (1987) 441–471

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.052445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.781065Z digest=sha256:18c665446c1eb0af7ae082b49eef74b2bef0665252657a3729e8cc25f6b8350a

Observation 75031aaf-c23a-4c96-ac3e-addedb4f0922 · outbound

This paper cites Heusel, H.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Heusel, H

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:50:19.037293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.786278Z digest=sha256:d7231015472ba02a36e898fb6db47c839948c3ad861d20a212f84f2ef5261e0e

Observation b367ae8e-cc7c-4c0e-803c-3fd130aa224b · outbound

This paper cites an unresolved cited work.

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks Unresolved cited work

Reference 974

Resolution
verified exact
raw_fallback, observed 2026-08-10T16:50:18.295789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T16:50:17.718486Z digest=sha256:248a274620fd8fe19d44006cee12b3c3ae31e0831a524c20c3ce4793474b0283

Pith citing papers

No inbound Pith citation observations are available.