Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:41:51.854272Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.11541.
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 2026-08-16T00:41:51.854272Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f871139f-9732-4b56-b772-fcd410388724 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3291bba1-dbd9-411d-bd21-d1ebd89de15b · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the AAAI Symposium Series , volume=
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dbf46538-b569-4ad5-8698-6f0e86fcdfc6 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in Neural Information Processing Systems , volume=
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 05be0ba9-f144-4d22-816c-39214584ce38 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Artificial intelligence review , volume=
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a80632f7-a228-4dc3-98ee-37580ec0b026 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in neural information processing systems , volume=
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cfa07ff-9354-4c7d-97eb-97b76055858d · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2009 , publisher=
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17f1b199-a74d-4a2b-beed-768d7cfd9692 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency IEEE Transactions on Biomedical Engineering , volume=
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2a31797a-14fe-47ff-9c39-e1773253be52 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d56c0f6c-6869-4dcc-aff9-5462c1f0d09b · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Machine learning , volume=
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ff04cce-615e-4ce7-b91d-0d6b083673d7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2014 , publisher=
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c02ee138-6ddb-4e85-9d0b-3dfd6cf049a8 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of Machine Learning Research , volume=
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44b85d9a-8311-4ecf-9e2f-8579e21e0d68 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Neurocomputing , volume=
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4c8cd6f-9af3-4126-b649-4feb51bf7f6f · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency International Conference on Fundamental Approaches to Software Engineering , pages=
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8d667ced-f220-4f27-82dc-73ccc61a032e · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2023 10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN) , pages=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ef0229fd-254e-44ff-9262-b197702907e3 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Empirical Software Engineering , volume=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 14685d69-8cd6-401b-857a-39b19cb24d25 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of Machine Learning Research , volume=
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea750bf6-3490-4881-8d8b-67976d950968 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Information Sciences , volume=
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21a67fa4-ef47-47b3-90af-65b68f989dff · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in neural information processing systems , volume=
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 375c1a3b-bdd6-4054-ab90-c75e4af80d46 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Statistical science , volume=
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 802798d3-bfc3-4f0e-949f-c18fb8d4073c · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2017 , publisher=
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16a9867a-1519-4b9d-8e57-9cee0db66d65 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the fifth annual workshop on Computational learning theory , pages=
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3e2fc04-4790-4802-8c62-21fd9963158e · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency EC3 Conference 2023 , volume=
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 68f781a6-d81b-4e82-9994-ac6cf524b9d7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Production and Operations Management , volume=
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2e7e607d-ebdf-4cd3-a176-1c3f504ddc35 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency IEEE Transactions on Fuzzy Systems , volume=
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 067b68e3-ee0a-4bcd-b2ef-d69a4cfa72d8 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in Neural Information Processing Systems , volume=
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c86f3b9-571d-4621-a085-54bc82c4153b · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency International Conference on Machine Learning , pages=
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3cb8270c-2138-4718-a378-d0a286493746 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Nature medicine , volume=
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0be5f74d-5137-4e89-abda-e20a843924b7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Machine Learning , volume=
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dfb4cda6-cb80-4e52-b59c-0781c99fea10 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Uncertainty Estimation by Human Perception versus Neural Models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 471ecf3c-92f2-4713-8bd3-754b8463b0de · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Educational and psychological measurement , volume=
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 014becd5-b36d-40bb-acc7-894f0525a530 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency , author=
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c46b021-e442-4de5-85fa-3bde457d4372 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency international conference on machine learning , pages=
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b17a8d0-fea1-4ea8-8706-a2f74e96edec · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5a3a2d1-1d77-4d97-869e-2658cf9aa7d1 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of artificial intelligence research , volume=
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 736af4e3-8480-4c6b-9063-abf9aa739bd6 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2007 , publisher=
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77427fc1-508e-4d8d-afbf-fcb35165b7e7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of the American Statistical Association , volume=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 779bf5ca-fbd0-4af0-8978-77a3c1e10044 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Explaining Reject Options of Learning Vector Quantization Classifiers
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 427f627e-d39d-41b6-aef7-2bb06ac0c6d1 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Bell System technical journal , volume=
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 02615782-138d-443c-b724-f347b4a8a528 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency IEEE Transactions on Knowledge and Data Engineering , volume=
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a54b0c53-18bd-480f-98cb-ceb1f87100e5 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency International conference on machine learning , pages=
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f804dae-7982-4a5a-8256-cdbcaa973ea2 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in Neural Information Processing Systems , volume=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b6c27448-1be9-4ad1-be6a-dd225130d824 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Predictive Churn with the Set of Good Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abe8f295-d07e-48ce-81aa-94a7fafacd92 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency 2007 , publisher=
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af7410ce-607a-45a6-870b-d8df50e266c9 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency IEEE signal processing magazine , volume=
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e67c7538-ab94-4f05-a73d-3ef16bbe699b · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , volume=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a178ea14-caed-42ba-8cc9-8fd257fd73a4 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of Behavioral Decision Making , volume=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1636cb34-fb2d-4ef9-a62d-50c4ffde087d · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97868468-d837-495e-95e0-0c05f3131bec · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the 2022 ACM conference on fairness, accountability, and transparency , pages=
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4abe9f88-6161-4b22-b320-2add009ef1f9 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Selective Ensembles for Consistent Predictions
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0d5c194-8b52-4962-aa35-09680a9c4477 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Amazing Things Come From Having Many Good Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdec9660-8051-41f1-a298-23ece8d24666 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Arbitrariness Lies Beyond the Fairness-Accuracy Frontier
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ae46eb6-976b-4d0c-8e72-412e21701968 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems , pages=
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7f49903-26ad-412f-b9f7-92f6b2db2aa7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Behavioral Science , volume=
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 964740e8-8a60-4deb-a69c-e96b54ff82ad · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Fuzzy sets and systems , volume=
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c81439fb-2094-4688-9b61-f86c96996ab7 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Advances in neural information processing systems , volume=
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1f5587e6-6a94-46d9-8d27-2257a20611ea · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency International Joint Conference on Rough Sets , pages=
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 686ae3b0-ffe5-4824-828f-3970edbcbb53 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency BMC Emergency Medicine , volume=
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 864e9bad-cebf-472f-a03b-e57243db41f6 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06c7ef34-a5d1-4d08-b1bf-224bae9fb0b5 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency ACM Transactions on Interactive Intelligent Systems (TiiS) , volume=
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24311de2-c86a-4a18-83ed-5eb2dd5d3f6d · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency An Ambiguity Measure for Recognizing the Unknowns in Deep Learning
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 023348e6-fd88-446f-b170-50ef6e6f2fa1 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Multi-objective evolutionary optimisation for product design and manufacturing , pages=
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf857ef6-c19a-40a2-970d-3b187bf1b69b · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Unresolved cited work
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8126605-56f5-46f3-8309-6341f64b5af1 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Proceedings of the IEEE , volume=
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 504ba84d-7e0d-4424-8794-42978eeff3c4 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency Journal of Machine learning research , volume=
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aae46fbe-4295-4a51-8e39-8e0fe245db91 · outbound
Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency ACM computing surveys (CSUR) , volume=
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.