Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2112.03459.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T07:04:21.012269Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T20:18:56.208375Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 3feba15a-7bca-4398-a3a3-68a93ee0a0ec · inbound
Optimization Hyper-parameter Laws for Large Language Models A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a679cd9-47df-46ac-aee8-16fba370fb1a · inbound
On the Convergence of Muon and Beyond A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2340f814-cd58-4afb-8fe5-06fe02a1022c · inbound
Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95b8ac5e-cc1e-4989-9074-12de02c42851 · inbound
Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 250151d8-2915-4299-af2a-6e2938d12d71 · inbound
Lightweight Geometric Adaptation for Training Physics-Informed Neural Networks A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0633d965-a8c3-4e3b-b4a2-09fba9960622 · inbound
BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cbf052c-e207-4652-8d3c-aa55beeba20d · inbound
BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b7fd7ede-67cd-4773-9a34-a15f7025401a · inbound
Why Muon Outperforms Adam: A Curvature Perspective A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 144
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0bafd005-2a56-4c89-87a9-7b13b09be1c4 · inbound
MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization A Novel Convergence Analysis for Algorithms of the Adam Family
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.