Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:02:22.244838Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2505.23849.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:02:22.244838Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bbcd7034-b9c0-4828-9963-dd60fdd59ca6 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Communication-efficient learning of deep networks from decentralized data,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e9d17d3-b324-4fb1-9c45-67398f08e13d · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Federated learning: Challenges, methods, and future directions,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b585ec5-6291-413b-a77b-e66a987db3a4 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data pipeline challenges in privacy-preserving federated learn- ing,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 676c115e-be26-46d6-bacb-62c8116f7a6a · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning The impact of data quality on federated versus centralized learning,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation feb8cd33-3fe9-4315-ac11-7501e2459a07 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning The role of the data quality on model efficiency: An exploratory study on centralised and federated learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cb4d05b1-abcc-4457-931d-dd3c3c316d72 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Enhancing Data Quality in Federated Fine-Tuning of Foundation Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5c9ea82-eb79-4a7a-9c18-059a09df5020 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning EIFFeL: Ensuring Integrity for Federated Learning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ade46f66-f0af-4bb8-97ea-344f18eafbec · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dcc4916-66d7-4648-b04a-0982cb24c2f7 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data readiness for ai: A 360-degree survey,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfa72f97-ef61-44b3-b311-b4e2440f347e · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Ai data readiness inspector (aidrin) for quantitative assessment of data readiness for ai,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5ec969a6-fad3-4106-8d8e-39bab1882857 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Enabling end-to- end secure federated learning in biomedical research on heterogeneous computing environments with appflx,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23034032-7953-4eea-b210-966652fd6a78 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d03c7db-d8eb-4ab4-8dbc-9364f135ceff · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Appfl: open-source software framework for privacy-preserving federated learning,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ca257a04-2d1c-4c5e-b645-2590137e1aa0 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Dqlearn: A toolkit for structured data quality learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d92aec5c-460c-40d6-a976-0c1f5b8e7637 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cda2b3b-c29e-457c-a3ed-ee4248dc933f · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data readiness report,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a65fd493-7a46-4b9e-90ff-c617ad912e24 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Automating large-scale data quality verification,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0ea65fd4-75bf-48e4-b705-530948fb6860 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Holoclean: holistic data repairs with probabilistic inference,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61dce4d8-d2dc-41f8-87eb-cdf5adb7c89a · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data quality sla rule compliance and remediation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9ea94de-ff1c-4086-91f2-e0ad78b34f9c · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Tackling noisy clients in federated learning with end-to-end label correction,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84a886aa-1cfc-41af-835a-fd4393dd7eb5 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Feddqa: A novel regularization-based deep learning method for data quality assessment in federated learning,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a3a7804-263a-4fae-8b72-ca4da55379d7 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning LIA: Privacy-Preserving Data Quality Evaluation in Federated Learning Using a Lazy Influence Approximation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4939f75a-12c6-4ef4-b7e8-1de41dcf9360 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data Quality Control in Federated Instruction-tuning of Large Language Models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3fd111a5-6604-415e-9a59-74fe0b52302d · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Industry 5.0,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b2fa00b-716d-4d51-8ca2-8f868e2dd0d0 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Available: https://research-and-innovation.ec.europa.eu/ research-area/industrial-research-and-innovation/industry-50 en
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13fc100b-1cec-4e21-bd5d-9e597d2902ab · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning On lines and planes of closest fit to systems of points in space,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 382ab74d-ff8d-4bdb-bd3f-9fb0e7ab22e3 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning A Survey on Class Imbalance in Federated Learning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 374cf6d5-6b4c-4d0c-8f03-08495f1160b8 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Kohavi, “Adult,” UCI Machine Learning Repository, 1996, dOI: 10.24432/C5GP7S
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4da047f7-03ca-4834-9e4b-ef46923c434a · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 170cfd71-c937-4d92-b774-44cb99499f8c · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Federated learning with buffered asynchronous aggregation,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3751365-1bb0-4681-aef7-338e81a6862b · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc9ce94a-fe72-4248-83df-dadde3cae328 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Differential privacy,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afdead26-3946-4b06-8d52-791ab0b1232a · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Data readiness assurance framework in appfl,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2a80bd5-fe7d-42af-8866-5b60a0c1304f · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning An experimental study of class imbalance in federated learning,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b039441e-dc84-42f9-9092-46eb6e49ddc5 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Smote: Synthetic minority over-sampling technique,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9baa99e-8a82-4efd-9b2d-a750d92bab5d · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Fairness through awareness,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5129602-c330-43a9-8a57-1c2505fc321f · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Stratified sam- pling meets machine learning,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8976594-f491-455c-a42d-33620ffce062 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Exploratory data analysis,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bac20301-7672-4d58-ba99-209118b9c37e · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Protecting privacy when disclosing in- formation: k-anonymity and its enforcement through generalization and suppression,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f0356ddd-2766-4bf7-a775-9e908f15fae9 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Mnist handwritten digit database,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0772529a-9b85-40e2-9a76-7baa64f072d1 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Learning multiple layers of features from tiny images,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b4e3e1c-4f63-4ad8-87c4-145b3e975d9d · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c009d52-056f-451e-86d8-9fadaa39d0bf · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Flagship dataset of type 2 diabetes from the ai-readi project (1.0.0),
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa97ebb9-1026-4391-886f-c7fdb77797cb · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Delta: Balancing gpu performance with advanced system interfaces,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4d96bb49-eb0a-4157-9e34-5ab5cbfab554 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning FLamby IXI Dataset,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2de9b7be-b956-4912-b512-d2851686bac7 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning An Experimental Study of Class Imbalance in Federated Learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e84cc434-c5fb-450f-84b7-0ac786131767 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b372fe3-8c1f-4d4e-904c-6e39c692a884 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Fairness and accuracy in federated learning,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5b062b41-5205-4eaa-b3f9-cc0b75f103d0 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Partially-federated learning: A new approach to achieving privacy and effectiveness,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6c0681a6-ede3-405e-b6b9-4660eb324c56 · outbound
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning Fedmef: Towards memory-efficient federated dynamic pruning,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.