Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:11:12.700675Z
Paper Citation Record · LEDGER
fluke: Federated Learning Utility frameworK for Experimentation and research
As of 18 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2412.15728.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
57 of 57 outbound references displayed
- verified exact0
- verified fuzzy11
- unresolved46
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a9382241-68ad-40fb-b71c-f831b52e4a91 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.280157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4ead07a6-ce8d-429a-8589-95a80a5f0d4e · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.250193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 27b2fdd7-c64c-4934-856d-8cb326ec05be · outbound
This paper cites O.; Beguier, C.; and Tramel, E.
fluke: Federated Learning Utility frameworK for Experimentation and research O.; Beguier, C.; and Tramel, E
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:14.219137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 644ab03e-ae22-42c1-b6a6-a86b594db705 · outbound
This paper cites Federated Learning with Personalization Layers.
fluke: Federated Learning Utility frameworK for Experimentation and research Federated Learning with Personalization Layers
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.251074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2d4a214-7aba-41ba-a141-7772ebd664a4 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.197403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cc0588fc-a033-4024-b1d4-30f8a52d04ab · outbound
This paper cites J.; Topal, T.; Mathur, A.; Qiu, X.; Fernandez-Marques, J.; Gao, Y .; Sani, L.; Li, K.
fluke: Federated Learning Utility frameworK for Experimentation and research J.; Topal, T.; Mathur, A.; Qiu, X.; Fernandez-Marques, J.; Gao, Y .; Sani, L.; Li, K
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:14.170106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 898f4c03-0425-4456-8c0a-c27b550e12d9 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.138738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 39beaed9-d56d-4926-9056-96d7e62c867e · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.109456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3481e9a-2f0d-46b8-a0b6-14787c2a871d · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.085084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0daf5285-b8f1-419e-bd6c-ebf9bf197588 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.062038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 95f1831f-4771-48cb-92ac-e6b3d18914c7 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.035112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 67853d61-a8ab-4d06-a6fd-064614977908 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:14.013940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 84535d1c-1cb1-4662-91f6-48f9699fe18e · outbound
This paper cites CINIC-10 is not ImageNet or CIFAR-10.
fluke: Federated Learning Utility frameworK for Experimentation and research CINIC-10 is not ImageNet or CIFAR-10
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.362244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f595136-274d-4839-91b5-c5c3d5b41dba · outbound
This paper cites M.; and Mahdavi, M.
fluke: Federated Learning Utility frameworK for Experimentation and research M.; and Mahdavi, M
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.987826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24231d81-9942-4619-8c20-db3586b8ee97 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.962663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc1f1ac7-cb53-42a6-9ec8-134b4fb76ecb · outbound
This paper cites T.; Tran, N.
fluke: Federated Learning Utility frameworK for Experimentation and research T.; Tran, N
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.935570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 636f49f0-5153-4d47-9a8b-a92610babd8c · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.908859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6b0410a-b920-4d09-bdc0-912719a558f2 · outbound
This paper cites J.; Edwards, B.; Pati, S.; Riv- iera, W .; Sharma, M.; Moorthy, P.
fluke: Federated Learning Utility frameworK for Experimentation and research J.; Edwards, B.; Pati, S.; Riv- iera, W .; Sharma, M.; Moorthy, P
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.885707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation adf149db-29f1-4162-96ac-0f0c8a306157 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.863737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5da5e075-45a4-4e05-bd8e-1406ac779a72 · outbound
This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.
fluke: Federated Learning Utility frameworK for Experimentation and research Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.424317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66641864-2de6-4dde-a745-707354293072 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.838130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ab8bd80f-54db-4b28-8a2f-03fb9df4bdc8 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.812461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e189e078-50a6-4b91-903d-18c31ea3ddcb · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.791552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d1c255b3-fd0a-450c-b0a8-cada3e9469f8 · outbound
This paper cites P .; Kale, S.; Mohri, M.; Reddi, S.; Stich, S.; and Suresh, A.
fluke: Federated Learning Utility frameworK for Experimentation and research P .; Kale, S.; Mohri, M.; Reddi, S.; Stich, S.; and Suresh, A
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.759868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 101c89b5-2858-4685-b710-b36a4525d250 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.728790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 01cfdbd2-d475-459b-bdfa-ead01a59fd14 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.709484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ebed0b05-9dff-4c29-976d-21c48a67dfc9 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.690029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3bc32cc1-334e-4f4e-8130-6dc6470afd51 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.666558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 29330f3e-cc24-434b-aa9e-3e19ea27f988 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.631762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9578a998-db68-4ab1-9db1-a7acafbbe016 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.604117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f59ac73e-4f5a-4737-8026-8a4d630ed2ed · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.584852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c8bea4df-a869-4e30-8bc2-ffdd8042b5de · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.560655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 54b1bb4d-cc38-4f90-ad05-d514a0c98506 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.537135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 111c8cfe-2cf7-4d0f-be8e-a14df95c9de4 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.485511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3d9504ca-4e3a-4582-b82e-28a8be300b62 · outbound
This paper cites Think Locally, Act Globally: Federated Learning with Local and Global Representations.
fluke: Federated Learning Utility frameworK for Experimentation and research Think Locally, Act Globally: Federated Learning with Local and Global Representations
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.552482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 165b76d6-6fbd-4590-80d8-1bbb1f8e452e · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.459437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 595ec423-39eb-4c74-a0bf-532bdf1b8323 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.432781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 617b3a3f-fd9d-4bda-837d-100407131838 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.405889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 15467e61-d69b-4735-9eb2-e1ac750b3b05 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.376695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4aa6a1a2-26b2-4e3b-a261-57b43fb7b5d8 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.341064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9f426600-ceef-416a-832c-8dc121157b4b · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.318085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 843cd61b-a1cc-4242-9abf-ff450bf75864 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.291164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dfeb4d50-cea1-4090-8553-effc38ccb56b · outbound
This paper cites J.; Charles, Z.; Zaheer, M.; Garrett, Z.; Rush , K.; Koneˇ cn´ y, J.; Kumar, S.; and McMahan, H.
fluke: Federated Learning Utility frameworK for Experimentation and research J.; Charles, Z.; Zaheer, M.; Garrett, Z.; Rush , K.; Koneˇ cn´ y, J.; Kumar, S.; and McMahan, H
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.232233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4221d884-52d5-4082-bcd9-ef2ab91ec61e · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.209166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f800622-9605-4275-93ee-7050e54b2196 · outbound
This paper cites K.; Li, T.; Sanjabi, M.; Zaheer, M.; Talwalkar, A.; and Smith, V.
fluke: Federated Learning Utility frameworK for Experimentation and research K.; Li, T.; Sanjabi, M.; Zaheer, M.; Talwalkar, A.; and Smith, V
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.181267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5438cf99-2296-4101-b530-6f6b7fdc7fbf · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.149966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c05d801-0d1a-4de5-bc59-c0cfff26deda · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.121087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8644e966-9623-4337-89ce-d8a88f190239 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.082969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16de6e07-e81d-4305-bf9a-4a9cc2b48a0b · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.032932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4c3552b7-ebc4-4264-ad2c-71163c8f2125 · outbound
This paper cites an unresolved cited work.
fluke: Federated Learning Utility frameworK for Experimentation and research Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:11:13.004518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 386862d1-d5bd-46e4-ac80-bc41ad968e17 · outbound
This paper cites In Proceedings of the 34th International Conference on Neural Infor- mation Processing Systems, NIPS ’20.
fluke: Federated Learning Utility frameworK for Experimentation and research In Proceedings of the 34th International Conference on Neural Infor- mation Processing Systems, NIPS ’20
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.059446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 834e4a05-13ff-4175-8be1-5837e8a38116 · outbound
This paper cites EMNIST: an extension of MNIST to handwritten letters.
fluke: Federated Learning Utility frameworK for Experimentation and research EMNIST: an extension of MNIST to handwritten letters
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.328061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44f3ee2a-f13d-4d64-848a-23299d1232cb · outbound
This paper cites LEAF: A Benchmark for Federated Settings.
fluke: Federated Learning Utility frameworK for Experimentation and research LEAF: A Benchmark for Federated Settings
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.313767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0143ac3-8bc4-4571-ac4c-15aed8d3c66e · outbound
This paper cites Adaptive Personalized Federated Learning.
fluke: Federated Learning Utility frameworK for Experimentation and research Adaptive Personalized Federated Learning
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.379196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dc2e2ec-4e1b-4add-a49c-cf74e3e495b0 · outbound
This paper cites In Interna- tional Conference on Learning Representations.
fluke: Federated Learning Utility frameworK for Experimentation and research In Interna- tional Conference on Learning Representations
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.512111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3bc33b49-679f-4063-a2ca-3b2d30f09877 · outbound
This paper cites Flower: A Friendly Federated Learning Research Framework.
fluke: Federated Learning Utility frameworK for Experimentation and research Flower: A Friendly Federated Learning Research Framework
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:12.288870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eefd80fb-8978-4edf-8347-2113359997b5 · outbound
This paper cites In Machine Learning and Knowledge Discovery in Databases.
fluke: Federated Learning Utility frameworK for Experimentation and research In Machine Learning and Knowledge Discovery in Databases
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:11:13.263884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.