Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Universal Law of Robustness via Isoperimetry
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2105.12806.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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 2026-08-07T10:19:30.332600Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T18:27:31.258790Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation dc171fc4-10e0-47ee-b9bd-4a73c2207481 · inbound
Theoretical Analysis of Positional Encodings in Transformer Models: Impact on Expressiveness and Generalization cites this paper.
Theoretical Analysis of Positional Encodings in Transformer Models: Impact on Expressiveness and Generalization A Universal Law of Robustness via Isoperimetry
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:19:30.332600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b973ae1-5583-43e9-9c0e-3ca3ac8f4488 · inbound
Does Order Matter : Connecting The Law of Robustness to Robust Generalization cites this paper.
Does Order Matter : Connecting The Law of Robustness to Robust Generalization A Universal Law of Robustness via Isoperimetry
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T21:15:38.493319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46f1a53d-f503-4203-ac02-d067e3348385 · inbound
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations cites this paper.
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations A Universal Law of Robustness via Isoperimetry
Reference 255
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T19:09:02.769541Z
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 2ed29cd0-205d-48a0-821d-f8c3307454b8 · inbound
Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits cites this paper.
Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits A Universal Law of Robustness via Isoperimetry
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:05:54.776928Z
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 a75493b1-1891-47bd-81eb-7654691e198b · inbound
Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction cites this paper.
Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction A Universal Law of Robustness via Isoperimetry
Reference 136
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:51:30.274403Z
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 b93f75da-8ba2-4bc8-99ae-d905301a6b9b · inbound
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity cites this paper.
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity A Universal Law of Robustness via Isoperimetry
Reference 247
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:32:52.093205Z
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 9418d5f4-f08c-4978-87ee-39a8ec1104f5 · inbound
Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method cites this paper.
Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method A Universal Law of Robustness via Isoperimetry
Reference 138
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:13:18.536495Z
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 0dca0a0b-f620-4a8c-b8b2-69759bc585e2 · inbound
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging cites this paper.
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging A Universal Law of Robustness via Isoperimetry
Reference 140
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:49:40.543057Z
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 ed96db01-b98d-45cd-bc86-a52eba8531c1 · inbound
A law of robustness for two-layer neural networks with arbitrary weights cites this paper.
A law of robustness for two-layer neural networks with arbitrary weights A Universal Law of Robustness via Isoperimetry
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T18:27:31.260340Z
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.