Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:00:51.044964Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 4 inbound Pith citation observations for arXiv:2502.01027.
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 2026-08-09T17:00:51.044964Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:48:01.085330Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T18:53:21.449284Z
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9f9eb8ab-df9d-4b52-a071-5c1e1f013629 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc53587b-e64d-4a85-8ce5-9cd89d4176bb · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Mian, A
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5def455-ec0c-48b3-b307-dba192efe55d · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Calibration and consistency of adversarial surrogate losses
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5edcefec-4be1-4009-9d6c-66f5fa24e61b · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Multi-class h-consistency bounds
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d88eee4e-c34b-4502-972a-0ef698bd4553 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Theoretically grounded loss functions and algorithms for adversarial robustness
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4bb8a6a5-1a91-4da7-9e99-732eb3a4ac21 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Calibrated surrogate losses for adversarially robust classification
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 718c565a-4001-40d4-b1ed-2109b789e2e9 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Convexity, classification, and risk bounds
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d8bcf0-55e1-4e97-adae-228b73844081 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 39479f5d-9240-478b-9e3c-bdf1a8d33411 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Evasion Attacks against Machine Learning at Test Time, pp.\ 387–402
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6c55589-9cd1-4e12-a43f-30fba666fc53 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees In defense of softmax parametrization for calibrated and consistent learning to defer
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 789cc601-971a-427e-8777-fad5c9bc8564 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees A survey on adversarial attacks and defences
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9c4bdc44-ab5d-4a25-a9de-7232c9349ddb · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees A., and Samadi, S
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 82ef07c4-d93f-4223-8cc7-9f4eb7ecb2d5 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees On optimum recognition error and reject tradeoff
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e190d1e9-8ee2-4444-bad2-420c7dda09fe · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Learning with rejection
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0d20e24e-e591-4260-bfed-f68473e0b78b · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Cardinality-aware set prediction and top- k classification
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 19b0ba5a-70cd-4bbf-9cc0-0601e8c37b18 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Balancing the scales: A theoretical and algorithmic framework for learning from imbalanced data
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e039acbb-5925-4307-a283-de286a65c2dd · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees The pascal visual object classes (voc) challenge
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 081d8d89-24f0-4efa-addc-8e097d9a1f26 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and El - Yaniv, R
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4a6aa85d-9417-4c4e-8e81-0e1ec53340b7 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1178a019-53e2-4145-92ad-2179c38babe2 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees J., Shlens, J., and Szegedy, C
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 74ffaae7-0726-4533-bf06-c5422ca5f466 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8225fb2d-1546-4128-a9ea-7e9e35c94884 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Deep Residual Learning for Image Recognition
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbb8622c-e9dd-4ee0-8443-d1dc8c8de8cd · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees G., Zhu, M., Chen, B., Kalenichenko, D., Wang, W., Weyand, T., Andreetto, M., and Adam, H
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4fb30704-2fc0-47e3-99aa-653d81696604 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Barry, R
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 365ebcf2-2fdd-40ae-8909-27dfcc9f3972 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9e401d7-371b-46fd-b468-d38b9e54d311 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Learning multiple layers of features from tiny images, 2009
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77a74e67-20e6-420a-8e68-b056afbafe0b · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 11dbf8cf-e792-4969-8e57-83da4041ac6f · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6ee65b5c-ed61-4539-91b9-da250df859ad · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Towards deep learning models resistant to adversarial attacks
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 114a804d-6006-40b0-b965-32e2573df7b4 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Theory and Algorithms for Learning with Multi-Class Abstention and Multi-Expert Deferral
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d95e3e68-aba3-41b9-b774-dde629e67a2b · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Two-stage learning to defer with multiple experts
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4cfa8416-75ee-4492-91c5-b540ade182c9 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Cross-entropy loss functions: Theoretical analysis and applications
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f19e2bf9-ae3a-47e7-b65e-cacf790658ba · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees H-consistency bounds: Characterization and extensions
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e419617-9cd2-4146-9b11-6858ef8bc946 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees h -consistency guarantees for regression
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cf80a920-cc1a-4b98-880e-cbeeab1e1ffc · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Multi-label learning with stronger consistency guarantees
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2337b424-0e68-45f3-99fd-d79e1668bcda · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Realizable h-consistent and bayes-consistent loss functions for learning to defer
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e0b9380e-82be-4341-867d-36073742300a · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Regression with multi-expert deferral
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3e94083-ad58-4c26-9c77-274b20a89380 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees A universal growth rate for learning with smooth surrogate losses
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f6b64196-2499-4522-b964-def4ce0bb680 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Mastering multiple-expert routing: Realizable \ h\ -consistency and strong guarantees for learning to defer
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 14e394f3-d3bf-41b5-8fd0-0771bd133c4d · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Enhanced \ h\ -consistency bounds
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b906bcf4-6011-42fc-90ba-0f5edd3ef227 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Principled algorithms for optimizing generalized metrics in binary classification
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9bde7c96-d382-4bbc-a0ab-cf6c04f1cc62 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Towards consistency in adversarial classification
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b4a14a1-63e1-48c5-9fba-468a5248dd5d · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Foundations of machine learning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1d52de2f-77b5-4dc6-a829-6cfb48b705d6 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees H., Carlier, A., Ng, L
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30d2722d-d87e-4c06-a48b-07d10df16d0c · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees X., and Ooi, W
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a39ba864-0316-447d-8b54-e0903a20690b · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees X., and Ooi, W
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6244354c-0f7a-415d-8dc8-3594a0cf4c07 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees S., Carlier, A., Ng, L
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 04af085d-b62e-4045-ba18-10e8d1e813c2 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Sontag, D
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b974afc6-12be-4ddb-8bd6-16855ff8a2c0 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2f85d20b-e252-469b-b252-82a8fcdc6c59 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees K., Rawat, A
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 87e91f32-e897-4368-9c77-498917d64364 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 947da522-c398-465d-b01c-37624d7acbdd · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees B., and Sun, J
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0f2a9dfc-9d3c-4197-9c35-c1fb27b0a35a · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees How to compare different loss functions and their risks
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 639bf0da-05ae-4575-bd35-0153be94fd0f · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Towards human- AI collaboration in healthcare: Guided deferral systems with large language models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d8c32e36-21bf-42ce-9fbe-872679f440b6 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees J., and Fergus, R
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f56dca2a-f115-484d-95d6-2b6218d9c9db · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Bartlett, P
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 10540027-bc0a-4303-a16b-e7fc12225caa · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 440b80a1-73d2-4a63-9fb7-10d4f3b87375 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Scott, C
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ccde7cc2-e552-4f6c-91dd-ef606d6f15c1 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Watkins, C
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b4698066-23db-4a43-8cec-cf8bbb6805a0 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Agarwal, S
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ba27dd38-f1e6-47a3-a226-bb3cf92664d9 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Statistical behavior and consistency of classification methods based on convex risk minimization
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5a984fc-fa65-4acf-8cd4-f075858a0c39 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees and Sabuncu, M
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f0be945-7ad8-4d10-bd7f-352939ddbf14 · outbound
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees Fundamental Novel Consistency Theory: H-Consistency Bounds
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f7bab696-c21a-4347-b6c1-8b792cfca58d · inbound
Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guarantees Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a4b21bdb-d782-4c1c-a32b-8eea868ddebe · inbound
Universal Model Routing for Efficient LLM Inference Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3108c32-9d96-4281-ba14-0cd22c0bad19 · inbound
Adversarial Robustness in One-Stage Learning-to-Defer Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c361849-4e79-484d-bec6-0a598fdcc890 · inbound
Adversarial Robustness in One-Stage Learning-to-Defer Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.