Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:06:13.131265Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2412.08282.
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 2026-08-11T18:06:13.131265Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8c3643b7-fd96-4c50-9959-0ba25b89b327 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 1
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Observation edc02912-94e1-4ee0-a727-a00c5c5da67f · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 2
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Observation a50d547d-ad20-4f49-8c9e-41fbaa039d2a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 3
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Observation fadeb268-3665-4285-9634-fd66f6fd1421 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 4
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Observation 32030c41-b12d-4460-936e-0744af1e7433 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 5
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Observation 4e36834c-f322-4619-ab2b-c2595fea1f98 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 6
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Observation a2eba34d-0df7-4fba-887a-e5f9fd208b75 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 7
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Observation 4729e470-f395-478d-add1-e86d37bdfc9b · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 8
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How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Stability and Generalization in Free Adversarial Training
Reference 9
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Observation 1165fcd0-4ebc-4311-8f32-c17a56ffcec4 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 10
Source-reported events for the cited work
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Observation f8de682f-ffff-46f0-b27c-58b47499ba9f · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 11
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Observation 65ba8e51-c039-45dd-9dab-4b7210e47d1b · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? C.; Bartlett, P
Reference 12
Source-reported events for the cited work
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Observation fd2cf41a-3ac2-4a04-ba3a-d1632c9bf08a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Explaining and Harnessing Adversarial Examples
Reference 13
Source-reported events for the cited work
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Observation 8d47d7a5-e5cd-43ab-a5eb-97609ff3829e · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 14
Source-reported events for the cited work
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Observation 45cca800-ab6d-4f09-b2ef-9748ac87e2cd · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation 0ae4cd6e-6aa8-4a56-8440-a1627c9f5c57 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
Reference 16
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Observation 8e37ca4e-6588-4777-afd2-1f9ffb837f4a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 17
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Observation 6778cf26-b596-44b4-9858-6fd7ba7c24e7 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 18
Source-reported events for the cited work
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Observation 48edae6a-7b36-4bf8-8f69-c4d3886a2284 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 19
Source-reported events for the cited work
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Observation c6a15500-fed3-4a2c-bea8-7e1ac0fd4b47 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? P.; Kale, S.; Mohri, M.; Reddi, S.; Stich, S.; and Suresh, A
Reference 20
Source-reported events for the cited work
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Observation 59d39f57-9f9d-4f76-86b5-4a487c187059 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation 5a20bfee-02a4-44d5-ae5f-c7b9a4006d04 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 22
Source-reported events for the cited work
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Observation 2bbddb2a-58dc-4970-9739-e769f3489345 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 23
Source-reported events for the cited work
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Observation 527ecf30-f11c-4b75-a631-88b0c61e78d6 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 24
Source-reported events for the cited work
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Observation 2b09ce4a-83cc-48aa-8980-a1337de7c701 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 25
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Observation 3d6f5ba9-8510-4994-80c6-8603e0f7ed9a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 26
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Observation a2b339ed-6dd9-4ac8-afeb-bc3124c645af · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 27
Source-reported events for the cited work
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Observation ea3337ca-9855-4e60-a569-44f4275f41e0 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation d9bfb39d-3705-46aa-82aa-5fb7cb31bc07 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 29
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Observation e00de9c8-7362-4a39-b4f1-e9a8575daedf · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 30
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Observation d80f5ac9-3b72-4420-8eba-5bfc83eabdc9 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 31
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Observation dd4325f9-bcb4-4cb7-b6d8-1dc6c795cd68 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 32
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Observation 2cd9e4a1-bcf5-42ae-bb45-18f04224c449 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38943f22-f389-471c-8fe5-efae0dcfe45f · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation a016a232-9b39-4b40-856c-e280171f00ce · outbound
Reference 35
Source-reported events for the cited work
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Observation 12b9da84-b3d7-44ea-b6dc-ce5871f08d0f · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 36
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Observation 092dce66-0c79-420a-a410-938983b53104 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 37
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Observation aa107136-365f-400e-bb5f-ed40cc60d20e · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 38
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Observation a48a5dc1-9318-411b-ba27-1cbc1ec65cb7 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Adaptive Federated Optimization
Reference 39
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Observation ed1be2f0-8d8a-40d8-8084-277b7af8acdd · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 40
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Observation b79aedc7-79f9-42f0-9e2b-986ce58dae96 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 41
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How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data
Reference 42
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Observation 4ce9a904-2aea-4b40-b517-f1825bb32887 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 43
Source-reported events for the cited work
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How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Adversarial training in communication constrained federated learning
Reference 44
Source-reported events for the cited work
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Observation 69201047-44c6-4d6e-ad8d-dc21563967ec · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 45
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Observation ecd66324-4550-440a-bd6c-ff32ac075a7e · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? SAT: Improving Adversarial Training via Curriculum-Based Loss Smoothing
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f279a58-2ada-482a-b9a4-324df45c1968 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
Reference 47
Source-reported events for the cited work
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Observation 68771c90-ad4d-4e91-abcb-01f276488f25 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 48
Source-reported events for the cited work
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Observation b5b97116-8a27-49cf-be95-ef6b2f1e7316 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Intriguing properties of neural networks
Reference 49
Source-reported events for the cited work
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Observation 4418daa9-1f7a-4945-a2bb-11c0ea8a0b1d · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? A.; ter Braak, C
Reference 50
Source-reported events for the cited work
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Observation 80be4bd5-f606-4f77-ad38-67be797a309c · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
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How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks
Reference 52
Source-reported events for the cited work
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Observation d0fbdc97-e13c-4e59-9325-17e831f14631 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 53
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Observation 44448a00-1c8c-4353-9b35-67bead58dd15 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 54
Source-reported events for the cited work
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Observation dcb2077a-8445-4e85-bdb7-c49f314e2e1d · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 55
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How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Smooth Adversarial Training
Reference 56
Source-reported events for the cited work
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Observation ad1bccbc-8952-4720-968d-f459cfc4f7f1 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cb72c315-fa80-4c87-9ce2-74d365bbfd2e · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 62258bd2-305a-48f9-8d97-bd4c1074029d · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 59
Source-reported events for the cited work
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Observation e69e2407-1fa2-4e63-b97f-73613d493420 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 60
Source-reported events for the cited work
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Observation c323ab1e-0781-4f14-8b51-eb71b3ae8f98 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 61
Source-reported events for the cited work
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Observation a2841c8a-b3d1-461f-a3bd-54a01c83d30a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Unresolved cited work
Reference 62
Source-reported events for the cited work
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Observation 5c7d4d90-0dbc-40ad-97e1-c49c72cba934 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? Combating Exacerbated Heterogeneity for Robust Models in Federated Learning
Reference 63
Source-reported events for the cited work
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Observation b04ebc99-aad5-4aaa-817f-57c1e7e2378a · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? FAT: Federated Adversarial Training
Reference 64
Source-reported events for the cited work
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Observation 0fcd0509-2e59-409a-a505-15c6404492e0 · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? , " * write output.state after.block = add.period write newline
Reference 65
Source-reported events for the cited work
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Observation 6e230e02-5358-4ec6-8efd-1f3062d56f4e · outbound
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? write newline
Reference 66
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No inbound Pith citation observations are available.