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Paper Citation Record · LEDGER

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub

As of 18 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2607.19621.

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

pith.paper-citation-record.v1
2607.19621 v1

Coverage vector

measured 96 of 96 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:15:07.230724Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

96 of 96 outbound references displayed

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  • verified fuzzy0
  • unresolved93
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

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Outbound references

Observation 53d14107-6214-40fc-9ed8-5601c5cd5071 · outbound

This paper cites Medical image analysis42, 60–88 (2017).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Medical image analysis42, 60–88 (2017)

Reference 1

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Observation 33ced592-345c-4028-a45d-52cfd982327c · outbound

This paper cites Off J Eur Union119, 1–88 (2016).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Off J Eur Union119, 1–88 (2016)

Reference 2

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Observation 0080d3a6-2b4c-40d8-91b5-a5a712eea47d · outbound

This paper cites Information & communications technology law28(1), 65–98 (2019).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Information & communications technology law28(1), 65–98 (2019)

Reference 3

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Observation 41b721ad-cb77-4ef4-a490-5c073d8edf9b · outbound

This paper cites In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS) (2017).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS) (2017)

Reference 4

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Observation 6923068f-acfc-4f52-ade1-a8d43d964a89 · outbound

This paper cites Proceedings of machine learning and systems1, 374–388 (2019).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Proceedings of machine learning and systems1, 374–388 (2019)

Reference 5

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Observation 6a6f348a-db8a-4ce8-8ac9-3b17f258c3da · outbound

This paper cites Federated Learning with Non-IID Data.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Federated Learning with Non-IID Data

Reference 6

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Observation e6657a92-4af2-4c35-9894-978c15329c5b · outbound

This paper cites IEEE Signal Processing Magazine37(3), 50–60 (2020).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE Signal Processing Magazine37(3), 50–60 (2020)

Reference 7

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Observation c48dcfd3-7ad5-48d0-b76a-af267aec8fce · outbound

This paper cites Foundations and Trends in Machine Learning14(1–2), 1–210 (2021) https://doi.org/10.1561/2200000083.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Foundations and Trends in Machine Learning14(1–2), 1–210 (2021) https://doi.org/10.1561/2200000083

Reference 8

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Observation 0d5107a0-bba5-4302-bf49-2b2cde7d99fa · outbound

This paper cites Peer-to-peer Federated Learning on Graphs.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Peer-to-peer Federated Learning on Graphs

Reference 9

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Observation 64354d8c-16b7-4f0d-9b0b-0d45c15e69e9 · outbound

This paper cites Journal of Parallel and Distributed Computing148, 109–124 (2021).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of Parallel and Distributed Computing148, 109–124 (2021)

Reference 10

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Observation 9ed93cf8-2b1c-4956-b38d-fcd479fb05cf · outbound

This paper cites Scientific Reports10(1), 12598 (2020) https://doi.org/10.1038/s41598-020-69250-1.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Scientific Reports10(1), 12598 (2020) https://doi.org/10.1038/s41598-020-69250-1

Reference 11

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Observation bd5056da-b30f-4ab7-bc3a-07e11ac95135 · outbound

This paper cites Sensors 21(1), 167 (2020).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Sensors 21(1), 167 (2020)

Reference 12

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Observation 8a541e8a-7ed5-4754-876b-5463cc88d067 · outbound

This paper cites In: Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security (CCS), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security (CCS), pp

Reference 13

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Observation dc978dce-c451-490a-b95a-5b3f2df8b9e4 · outbound

This paper cites In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security (CCS), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security (CCS), pp

Reference 14

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Observation f1cdba45-587d-4519-af82-57ca85020fd6 · outbound

This paper cites OpenFL: An open-source framework for Federated Learning.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub OpenFL: An open-source framework for Federated Learning

Reference 17

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Observation 7be9f7f5-0945-4572-9938-a74499f3660c · outbound

This paper cites In: Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), pp

Reference 18

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Observation 66c5be2c-6a59-4943-b296-3d26e8f9e6b5 · outbound

This paper cites arXiv preprint arXiv:2601.09612 (2026).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub arXiv preprint arXiv:2601.09612 (2026)

Reference 19

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Observation 21c81187-770f-4861-b311-f6d9bd18f7e6 · outbound

This paper cites In: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering (ICSE), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering (ICSE), pp

Reference 20

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Observation 7813bf8f-13e2-4310-9a5a-93a15d40d0ea · outbound

This paper cites In: 2019 ACM/IEEE Inter- national Symposium on Empirical Software Engineering and Measurement (ESEM), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2019 ACM/IEEE Inter- national Symposium on Empirical Software Engineering and Measurement (ESEM), pp

Reference 21

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Observation a2bb2f99-ae6a-4012-b3af-def6ee80b201 · outbound

This paper cites In: 2021 IEEE 21st International Working Conference on Source Code Analysis and Manipulation (SCAM), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2021 IEEE 21st International Working Conference on Source Code Analysis and Manipulation (SCAM), pp

Reference 22

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Observation a2083820-d69f-42cb-aca1-c9af54e30c56 · outbound

This paper cites Empirical Software Engineering30(5), 151 (2025).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Empirical Software Engineering30(5), 151 (2025)

Reference 23

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Observation 119fa8b0-e130-4b0b-bd5a-391adea1d799 · outbound

This paper cites Maintenance and Support in Community-Driven Scientific Pipeline Ecosystems: A Cross-Platform Empirical Study of nf-core.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Maintenance and Support in Community-Driven Scientific Pipeline Ecosystems: A Cross-Platform Empirical Study of nf-core

Reference 24

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Observation b467b60c-fc75-459c-b2cc-4b2f3caf0052 · outbound

This paper cites Journal of healthcare informatics research5, 1–19 (2021).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of healthcare informatics research5, 1–19 (2021)

Reference 25

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Observation 6ce533cb-7dde-4a48-a242-cfec6171d350 · outbound

This paper cites IEEE communications surveys & tutorials23(3), 1622–1658 (2021).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE communications surveys & tutorials23(3), 1622–1658 (2021)

Reference 26

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Observation e3c28e4d-3b9b-4dc2-8d63-a26accf81bae · outbound

This paper cites ACM Computing Surveys (Csur)55(3), 1–37 (2022).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub ACM Computing Surveys (Csur)55(3), 1–37 (2022)

Reference 27

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Observation 1e4e5df3-a602-4041-a8d3-446b481646c4 · outbound

This paper cites Journal of Network and Computer Applications, 103714 (2023) 39.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of Network and Computer Applications, 103714 (2023) 39

Reference 28

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Observation ec55214c-0726-433d-ae21-5096b63fd7bd · outbound

This paper cites IEEE communications surveys & tutorials22(3), 2031–2063 (2020).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE communications surveys & tutorials22(3), 2031–2063 (2020)

Reference 29

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Observation fb32b820-52c2-4f8c-b1da-a9a3de4c28cd · outbound

This paper cites IEEE Access (2023).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE Access (2023)

Reference 30

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Observation 8e9a152c-1ecc-493b-b893-e2eb0aeacc0b · outbound

This paper cites Federated Learning: Attacks, Defenses, Opportunities, and Challenges.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Federated Learning: Attacks, Defenses, Opportunities, and Challenges

Reference 31

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Observation aed97d28-7860-4eee-8bc5-a2d9b2ac5bf7 · outbound

This paper cites Multimedia tools and applications78, 15169–15211 (2019).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Multimedia tools and applications78, 15169–15211 (2019)

Reference 32

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Observation a5df4fe4-f547-4d01-b0b9-d4947eb24321 · outbound

This paper cites In: Advances in Information Retrieval: 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Advances in Information Retrieval: 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009

Reference 33

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Observation a351eee2-01a8-4214-9591-556821f820e5 · outbound

This paper cites University of Massachusetts Amherst, ??? (2007).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub University of Massachusetts Amherst, ??? (2007)

Reference 34

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Observation 8f1e5f12-b09d-4431-86e5-2f00d139f83a · outbound

This paper cites Scientometrics100, 767–786 (2014).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Scientometrics100, 767–786 (2014)

Reference 35

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Observation db664c77-3553-48e0-8321-988263588bb9 · outbound

This paper cites Integrating Document Clustering and Topic Modeling.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Integrating Document Clustering and Topic Modeling

Reference 36

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Observation 9c47d7cd-27fa-4a46-a618-3d1be4d120bd · outbound

This paper cites Journal of Intelligence and Information systems21(3), 101–116 (2015).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of Intelligence and Information systems21(3), 101–116 (2015)

Reference 37

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Observation 1df5bb05-0b05-453d-a612-d81ff1515dba · outbound

This paper cites In: Proceedings of the 19th Nordic Conference of Computational Linguistics (NODALIDA 2013), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 19th Nordic Conference of Computational Linguistics (NODALIDA 2013), pp

Reference 38

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Observation 38d25e6a-4d25-4681-90cd-375c130f7858 · outbound

This paper cites In: Web Information Systems and Technologies: 10th International Conference, WEBIST 2014, Barcelona, Spain, April 3-5, 2014, Revised Selected Papers 10, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Web Information Systems and Technologies: 10th International Conference, WEBIST 2014, Barcelona, Spain, April 3-5, 2014, Revised Selected Papers 10, pp

Reference 39

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Observation 5f3772ff-2592-4e53-a176-6891a5fcd908 · outbound

This paper cites Soft Computing27(7), 3965–3982 (2023).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Soft Computing27(7), 3965–3982 (2023)

Reference 40

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Observation 34d36c31-f260-4d03-bccb-f4d81d87bdcf · outbound

This paper cites In: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp

Reference 41

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Observation cb64fc9e-3289-4956-9ca7-ee1ebe5922af · outbound

This paper cites In: Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering-Volume 1, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering-Volume 1, pp

Reference 42

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source=pdf_text observed=2026-08-01T12:15:02.524187Z digest=sha256:8a523a0e75a1ac9f262e4b9484d2d9a5a91893e6ecdc2a6090f97b9f79d21209

Observation f18b26bd-f3f1-4ae0-a5fa-79783a9af5f1 · outbound

This paper cites In: Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part I 15, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part I 15, pp

Reference 43

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Observation 9121d5b5-d885-4006-8d30-895581ff5959 · outbound

This paper cites In: 2010 IEEE International Conference on Software Maintenance, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2010 IEEE International Conference on Software Maintenance, pp

Reference 44

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Observation e93c3ef5-6309-4d26-b834-588ea1f523e3 · outbound

This paper cites In: 2024 12th International Symposium on Digital Forensics and Security (ISDFS), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2024 12th International Symposium on Digital Forensics and Security (ISDFS), pp

Reference 45

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Observation 2e13875e-c111-422f-9ede-6012f032c152 · outbound

This paper cites Journal of machine Learning research3(Jan), 993–1022 (2003).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of machine Learning research3(Jan), 993–1022 (2003)

Reference 46

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source=pdf_text observed=2026-08-01T12:15:02.806717Z digest=sha256:521f6c25f14d1c7e2662d1cdf151a2f54724d62b7cd920a0fd042a4096f262c4

Observation f7105042-148d-41c7-8019-4a35b1a53f85 · outbound

This paper cites Advances in neural information processing systems 18, 147 (2006).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Advances in neural information processing systems 18, 147 (2006)

Reference 47

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source=pdf_text observed=2026-08-01T12:15:02.872563Z digest=sha256:c97f1733f9cb85d49d915cda2f45ef69eb17796c9f1f21b4ae9f4c94f873e564

Observation 9d06a2ec-b8d0-4f20-bb65-48a168edf898 · outbound

This paper cites In: Proceedings of the 23rd International Conference on Machine Learning, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 23rd International Conference on Machine Learning, pp

Reference 48

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Observation 35041e43-0298-4f0e-9b7b-ae7feedf5063 · outbound

This paper cites Advances in neural information processing systems13(2000).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Advances in neural information processing systems13(2000)

Reference 49

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source=pdf_text observed=2026-08-01T12:15:03.073755Z digest=sha256:b87ddd5a1fabcf99ef3224bcd070f5a574d6963ff0a1d1e6e0c5ac40e2912b3c

Observation 36e42cfe-97b8-4d26-9db0-ac3398975327 · outbound

This paper cites In: Proceedings of the 22nd International Conference on World Wide Web, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 22nd International Conference on World Wide Web, pp

Reference 50

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source=pdf_text observed=2026-08-01T12:15:03.150923Z digest=sha256:7137ffa74177baeb15c1caad194d2befa719dc937cb2e60ce3feadf0e9c3df38

Observation 95e6406f-acf7-4c44-988b-133d3c6ed71d · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 51

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Observation 3a457774-6325-4564-8324-c047b4afc491 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 52

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Observation 6d5b57b7-91ef-47ea-a30b-eeed8d110ab9 · outbound

This paper cites Hugging Face model card (2026).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Hugging Face model card (2026)

Reference 53

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source=pdf_text observed=2026-08-01T12:15:03.298319Z digest=sha256:16ec02fe86cbc61a52e2eb3203a72e61c47d27d01b5e72c2af2309b16b02e8ce

Observation f710c7d0-2d83-40f0-a611-e0a5aa27e857 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 54

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Observation 4b48bd6f-3d10-4e50-bc98-8f46b5904630 · outbound

This paper cites the Journal of machine Learning research12, 2825–2830 (2011).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub the Journal of machine Learning research12, 2825–2830 (2011)

Reference 55

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source=pdf_text observed=2026-08-01T12:15:03.436829Z digest=sha256:8c7df07bd0a5a62cfbf07804099069c93f0aeeef5936a966efb15e253f124cf7

Observation aa088508-a1e7-4dd3-9553-8a6aaf060a18 · outbound

This paper cites https://scikit-learn.org/stable/modules/generated/sklearn.feature extraction.text.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub https://scikit-learn.org/stable/modules/generated/sklearn.feature extraction.text

Reference 56

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Observation c0c8744c-39e3-4f2e-afc6-e751914ef5c6 · outbound

This paper cites In: International Conference on Human-Computer Interaction, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: International Conference on Human-Computer Interaction, pp

Reference 57

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source=pdf_text observed=2026-08-01T12:15:03.585219Z digest=sha256:f307a10e761b3284915a14423c68606101f93ac3ba8de212dc9f8e110d1bfb31

Observation 44f24b21-75f1-487e-9609-f70f6ab01bb2 · outbound

This paper cites Frontiers of computer science in China4, 280–301 (2010).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Frontiers of computer science in China4, 280–301 (2010)

Reference 58

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Observation 166b76b2-28f6-495d-a2a2-bbcdadac5e3f · outbound

This paper cites IEEE transactions on knowledge and data engineering29(6), 1186–1198 (2017).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE transactions on knowledge and data engineering29(6), 1186–1198 (2017)

Reference 59

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Observation 450b296e-d97b-4905-ae12-56385db3b777 · outbound

This paper cites In: Topic Detection and Tracking: Event-based Information Organization, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Topic Detection and Tracking: Event-based Information Organization, pp

Reference 60

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Observation 8714bb88-9313-4458-a0d8-408d4bdb3016 · outbound

This paper cites Empirical Software Engineering21, 1192–1223 (2016).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Empirical Software Engineering21, 1192–1223 (2016)

Reference 61

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Observation 6836741c-ba1d-4d62-a160-e3edffd3e3ad · outbound

This paper cites In: 2019 ACM/IEEE Inter- national Symposium on Empirical Software Engineering and Measurement (ESEM), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2019 ACM/IEEE Inter- national Symposium on Empirical Software Engineering and Measurement (ESEM), pp

Reference 62

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Observation 70094e56-83a4-49a6-9210-87297aa195f8 · outbound

This paper cites In: Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp

Reference 63

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Observation a6f31e07-46d9-4f81-9036-125b33455da8 · outbound

This paper cites Journal of Computer Science and Technology31, 910–924 (2016).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of Computer Science and Technology31, 910–924 (2016)

Reference 64

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Observation eba40431-23a4-48ab-800e-87f73b1cc557 · outbound

This paper cites In: 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2023 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), pp

Reference 65

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Observation 4b225a47-bd14-4492-94ed-c2f3e76522a4 · outbound

This paper cites In: Proceedings of the 17th International Conference on Mining Software Repositories, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 17th International Conference on Mining Software Repositories, pp

Reference 66

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Observation 12b865f6-c27a-4bc9-b4aa-20ee72914425 · outbound

This paper cites Information and Software Technology84, 19–32 (2017).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Information and Software Technology84, 19–32 (2017)

Reference 67

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Observation 02e67649-dc5f-48eb-abb6-6850ed864338 · outbound

This paper cites In: 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), pp

Reference 68

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Observation 8fe98853-2f69-423c-9bca-7228e12acc2b · outbound

This paper cites In: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR), pp

Reference 69

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source=pdf_text observed=2026-08-01T12:15:04.422613Z digest=sha256:b2eae58833d8b58831d9ded1e0092dde314b4a75e743feefe0752f719c2c313c

Observation 00289457-7b0b-409b-9aa5-c3082fec99e0 · outbound

This paper cites In: Proceedings of the 13th Innovations in Software Engineering Conference (formerly Known as India Software Engineering Conference), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 13th Innovations in Software Engineering Conference (formerly Known as India Software Engineering Conference), pp

Reference 70

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Observation f33483ce-404a-4e90-a73c-f366fe6f71c4 · outbound

This paper cites an unresolved cited work.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Unresolved cited work

Reference 71

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Observation dc34c094-5917-4325-96a5-581f71bb947d · outbound

This paper cites In: The Art and Science of Analyzing Software Data, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: The Art and Science of Analyzing Software Data, pp

Reference 72

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source=pdf_text observed=2026-08-01T12:15:04.675960Z digest=sha256:efe9fe3101e8b938b96b833511485985e4cf1dae5732307040878c085861f9c9

Observation 723996a9-e2d2-48e3-aa2c-affbcc039c74 · outbound

This paper cites 94–97 (2019).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub 94–97 (2019)

Reference 73

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source=pdf_text observed=2026-08-01T12:15:04.772491Z digest=sha256:9621bd00ee8b95d67a4bca32f085e910282e44271bc16fced5a303a30e4c7ec6

Observation 18df7008-750f-4f9d-bb49-9a3549409a80 · outbound

This paper cites Empirical Software Engineering25, 2694–2747 (2020) https://doi.org/10.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Empirical Software Engineering25, 2694–2747 (2020) https://doi.org/10

Reference 74

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Observation c7f160b4-6784-4fd8-b265-bcc12e808dd3 · outbound

This paper cites Empirical software engineering19, 619–654 (2014).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Empirical software engineering19, 619–654 (2014)

Reference 75

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Observation 9a0cc57a-1a04-4c73-9409-908953dea270 · outbound

This paper cites In: Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp

Reference 76

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source=pdf_text observed=2026-08-01T12:15:05.062117Z digest=sha256:c6a87b6bf2506c9bd8662555146c362e397d86f08967afc75d3fb15b403a2e0d

Observation 0b946198-0335-4af3-8fc2-02c229c341c3 · outbound

This paper cites IEEE Transactions on Software Engineering47(7), 1331–1349 (2019).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub IEEE Transactions on Software Engineering47(7), 1331–1349 (2019)

Reference 77

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source=pdf_text observed=2026-08-01T12:15:05.153266Z digest=sha256:bb8afedb86bc2477e0cf1840c95562c85f65eff2a54f958b400ef5e7a918ddcc

Observation 63bf0503-61e3-4923-821d-a02ab078637b · outbound

This paper cites Developer Challenges on Federated Learning.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Developer Challenges on Federated Learning

Reference 78

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source=pdf_text observed=2026-08-01T12:15:05.223128Z digest=sha256:8da3efe643accdbe7fb3177e7b40bbfc63d0a9bdf3fbfc73219f6ceb6cba51c5

Observation f866d9e1-e0e6-44c2-963c-427449d60725 · outbound

This paper cites In: Proceedings of the COLING/ACL 2006 Interactive Presentation Sessions, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the COLING/ACL 2006 Interactive Presentation Sessions, pp

Reference 79

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source=pdf_text observed=2026-08-01T12:15:05.264478Z digest=sha256:26284b6be0b23014d78862d706b9fd0bf6b8eaa05019b5b97049bf3c5e95dd29

Observation 0169bc43-0894-4256-bfa8-faa2f0012674 · outbound

This paper cites Packt Publishing Ltd, ??? (2016).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Packt Publishing Ltd, ??? (2016)

Reference 80

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source=pdf_text observed=2026-08-01T12:15:05.389215Z digest=sha256:e5e031fd888b0e30df157c00ff9475c28c2dda6a960a1d0cf873e163b7f5925d

Observation d208f46f-a57d-4543-ac1c-d1f6fa281e0c · outbound

This paper cites No Starch Press, ??? (2020).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub No Starch Press, ??? (2020)

Reference 81

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:15:05.457244Z digest=sha256:f549ca94417de09c618cbe6e8953edb2be7d98e899b7dbd834117e3a0308a009

Observation 1d12ab48-82e2-42fe-9781-fc7ebe433106 · outbound

This paper cites jumping through hoops.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub jumping through hoops

Reference 82

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source=pdf_text observed=2026-08-01T12:15:05.509997Z digest=sha256:6574e0022b5b65cae7c9d668f336f23d44b68598042506f18eee98e91d6214c8

Observation e356a919-adfd-4bcc-802c-fb1123a40752 · outbound

This paper cites https://huggingface.co/models.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub https://huggingface.co/models

Reference 83

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source=pdf_text observed=2026-08-01T12:15:05.575040Z digest=sha256:42603776101bf86e2c0a1c523918115d1a48f10ac48a4a337c2b2ddb72970c2d

Observation 1d699f0b-bec2-4c67-b018-2a8c72c3927b · outbound

This paper cites an unresolved cited work.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Unresolved cited work

Reference 84

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source=pdf_text observed=2026-08-01T12:15:05.645942Z digest=sha256:070a37b9b7975d9e14ae37b3524a502618d0fba7632092d5c8f00b45b9f9aac7

Observation 6979283c-17fc-44f5-af31-cee1ddb722b1 · outbound

This paper cites Philo- sophical transactions of the royal society A: Mathematical, Physical and Engineering Sciences 374(2065), 20150202 (2016).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Philo- sophical transactions of the royal society A: Mathematical, Physical and Engineering Sciences 374(2065), 20150202 (2016)

Reference 85

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source=pdf_text observed=2026-08-01T12:15:05.737651Z digest=sha256:97b4f0f271256a8d4b4e977753b70799372bf6466d4b4d8077341334f4d03867

Observation 564e2524-01af-4510-a4ab-f2d3e819deae · outbound

This paper cites In: Proceedings of the 11th Working Conference on Mining Software Repositories, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the 11th Working Conference on Mining Software Repositories, pp

Reference 86

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source=pdf_text observed=2026-08-01T12:15:05.859573Z digest=sha256:4b109576edb37b65ce9585852ad4ac1cc82ef87d0e8e80973ffbb998c879f741

Observation 0b3e2270-2ec0-4a94-aec8-f96c01b6fef3 · outbound

This paper cites an unresolved cited work.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-01T12:15:05.974841Z digest=sha256:c19afc9eb2262620ada0b2751ad30750473aadef8c4967a2fec19d04dab3bc85

Observation 8bd8d72e-9174-49b8-b20a-4a442834ea3b · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Flower: A Friendly Federated Learning Research Framework

Reference 88

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source=pdf_text observed=2026-08-01T12:15:06.112657Z digest=sha256:f9f1bad5ddc28d14505bbee9b3dbf71802daa31b23273a7623292ff64f3c5d2a

Observation a857fa49-0abd-4667-be37-7d24020e0304 · outbound

This paper cites FedML: A Research Library and Benchmark for Federated Machine Learning.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub FedML: A Research Library and Benchmark for Federated Machine Learning

Reference 89

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source=pdf_text observed=2026-08-01T12:15:06.221944Z digest=sha256:96cf76a56eec0e2937ef4b9625f49cb1e50b0b15b39e4bcc53293181d334dcde

Observation a774144f-9a50-466f-a378-85d15b0a10cb · outbound

This paper cites Journal of Machine Learning Research22(226), 1–6 (2021).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Journal of Machine Learning Research22(226), 1–6 (2021)

Reference 90

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source=pdf_text observed=2026-08-01T12:15:06.337165Z digest=sha256:9f01aa2ca63e553da25daf6a3860834d8fc4d5b83382861f7f9cfa1d6194dd19

Observation e6a821aa-0a76-464a-9d3a-ce6aeacfdd5e · outbound

This paper cites OpenFL: An open-source framework for Federated Learning.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub OpenFL: An open-source framework for Federated Learning

Reference 91

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metadata mismatch
local_arxiv, observed 2026-08-01T12:18:38.156080Z

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.

source=pdf_text observed=2026-08-01T12:15:06.450563Z digest=sha256:401117d11252c1c0b9023a3460abec2ccaef4d11181c2d19c84e941557481506

Observation db8b9f7d-1c31-43f9-9866-3468b3858850 · outbound

This paper cites npj Digital Medicine3, 119 (2020) https://doi.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub npj Digital Medicine3, 119 (2020) https://doi

Reference 92

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source=pdf_text observed=2026-08-01T12:15:06.555126Z digest=sha256:649541b1d61ca15b5857887a4bd229b68d3c3bd4047f732b03a332c09b5f856d

Observation 1f04dc1f-023f-4288-83b7-f68a8e4b6a30 · outbound

This paper cites In: 2012 International Conference on Software and System Process (ICSSP), pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: 2012 International Conference on Software and System Process (ICSSP), pp

Reference 93

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source=pdf_text observed=2026-08-01T12:15:06.673827Z digest=sha256:b22cb9c575181420ad792c24ec9692220a34065ea83f3361c45e345304ec6b43

Observation 92b48f43-db7d-44e8-8a60-bddf5349cd18 · outbound

This paper cites In: Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering, pp

Reference 94

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source=pdf_text observed=2026-08-01T12:15:06.829488Z digest=sha256:758f49b77e0c422827ba9152fea3ca6b9111e77ae2df9093c49d4187451f8c36

Observation f0594bee-3183-4548-94da-84ce8c142dc6 · outbound

This paper cites In: Software Ecosystems: Tooling and Analytics, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Software Ecosystems: Tooling and Analytics, pp

Reference 95

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source=pdf_text observed=2026-08-01T12:15:06.946838Z digest=sha256:f7ee3b4053f1b617ca80f9f3932f1180f0aad0fd6c7b2914287e143e5c708f50

Observation f5e77568-c07e-4fb1-b4e7-47d582340f74 · outbound

This paper cites In: Pro- ceedings of the Second ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, pp.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub In: Pro- ceedings of the Second ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, pp

Reference 96

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source=pdf_text observed=2026-08-01T12:15:07.081057Z digest=sha256:403d4de7bc09daed9cfa2b746a7faa93c72ea7e1551c49f35b52d338fc9ea284

Observation fc661c9b-b0c8-4807-8acd-e5d8fd79649e · outbound

This paper cites Organizational Research Methods10(2), 393 (2007).

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Organizational Research Methods10(2), 393 (2007)

Reference 97

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source=pdf_text observed=2026-08-01T12:15:07.163496Z digest=sha256:5d2ea8917cce24e933a3a186376599a65c1b2856f44ae43eb9191fde40dd3789

Observation c1065ce7-d92d-4001-b5f4-e5d558d18a7a · outbound

This paper cites Springer, ??? (2012) 44.

Understanding Developer Pain Points in Federated Learning: Insights from Stack Overflow and GitHub Springer, ??? (2012) 44

Reference 98

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source=pdf_text observed=2026-08-01T12:15:07.230724Z digest=sha256:0f1cb74e5c72db9d9a3b1098b37e58f168ae3d1d5a3f72d19e6843e7d01e055a

Pith citing papers

No inbound Pith citation observations are available.