Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:25.414640Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.19537.
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 2026-08-07T14:23:25.414640Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2db6a8c9-0637-4fdb-ac30-045de42972df · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8487cec3-e51b-41c0-afab-37de032a4eb8 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Accelerating smooth games by manipulating spectral shapes
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8abc4a2d-f7e3-40cf-9109-d0eeb55bf719 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games P., Gidel, G., and Piliouras, G
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12822aa1-a7c9-446c-8481-839721c0f479 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games A Tutorial on Matrix Perturbation Theory (using compact matrix notation)
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90d7455d-fba4-49ab-acec-9d97be9bd112 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c7fddd65-5c33-4514-87fa-c38da97a0d79 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9697a326-f7a3-464f-a0a3-3b059b829c8c · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games M., Orvieto, A., Kersting, H., Proske, F., and Lucchi, A
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 08a6b370-a4dd-412f-9f50-a5299d57f0de · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Training GANs with Optimism
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e84253f-e641-4b1f-80e4-8609d7b4a3e7 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games H., Nguyen, D., Nguyen, D., Harikumar, H., Tran, T., Rana, S., and Venkatesh, S
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation acadbb35-b8fa-440c-8748-0a48319bac96 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Rapid learning in constrained minimax games with negative momentum
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dd7f38c4-9f7d-4856-8d86-d95e255264da · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Prediction accuracy of learning in games: Follow-the-regularized-leader meets heisenberg
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fcc6a432-bb1b-4f58-9f08-7d7b7023f03d · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Sharpness-aware minimization for efficiently improving generalization
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da54151d-efe0-4c44-8324-e5caf15f273f · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Implicit regularization in heavy-ball momentum accelerated stochastic gradient descent
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c07aa117-5742-4702-8ae8-5c83a8f95820 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games A., Pezeshki, M., Le Priol, R., Huang, G., Lacoste-Julien, S., and Mitliagkas, I
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 528622f4-1229-4add-becd-5213f7d08ea5 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Why momentum really works
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 468b2ae9-eaed-4b41-8e60-1ecf22d27cf0 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c03501b8-a008-441a-b720-e516604809ba · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Matrix Theory and Applications for Scientists and Engineers
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1edcf77b-75a9-4649-901e-19facff81900 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c70c3e5d-9c9b-4b85-bad7-3ea827bb22cd · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Alternating Regret for Online Convex Optimization
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed65c2bb-03d2-43d2-a591-afc3676191ea · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games GAN s trained by a two time-scale update rule converge to a local N ash equilibrium
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a54b86c3-e703-46d5-9337-18e0f7bab052 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games The limits of min-max optimization algorithms: Convergence to spurious non-critical sets
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef9f2111-0adc-431b-9d03-c85949d57081 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Adam: A Method for Stochastic Optimization
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e8522e9-e378-46ab-9e22-927db6397319 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2ecdda5-04a6-44a8-b624-7e969e2f5928 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9e3a1c7-5bae-4647-a3b8-e8b08f8f07d8 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Fundamental benefit of alternating updates in minimax optimization
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8aa79232-ee88-4afd-8c23-3a98878d700e · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games D., Panageas, I., Piliouras, G., Simchowitz, M., Jordan, M
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1f88007-027b-441e-abdc-d2f4fc6c738f · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Analysis and design of optimization algorithms via integral quadratic constraints
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f6b0cb8-46d5-4884-980b-ca4884f67787 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Differentiable game mechanics
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1ef0ad99-0b03-44ff-8713-d911bbb49d0c · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Stochastic modified equations and adaptive stochastic gradient algorithms
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d17fa66b-c9a0-4936-aff1-dc7bd6275e66 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Accelerated regularized learning in finite n-person games
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f4bc2845-5b24-4af7-906f-a7952be7b09d · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games An o (sr)-resolution ode framework for understanding discrete-time algorithms and applications to the linear convergence of minimax problems
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 45762b72-ac31-4745-ba99-9d65dbfd2433 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e688e79d-857d-4d72-9759-a3b1fd6cdd9b · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Which training methods for GAN s do actually converge? In International Conference on Machine Learning, pp.\ 3481--3490
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 75be3433-9610-413d-ab53-67b9a5add9d0 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games and Jordan, M
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b00eb4bc-340b-4d4b-a356-8b6660272ad8 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games and Jordan, M
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a244ac9a-cf66-4974-82a0-2f5a6129ef92 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Local convergence of the heavy-ball method and i P iano for non-convex optimization
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a995e61c-7f67-42fc-b216-7169fb0d0d04 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games and Candes, E
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f5abd3c5-e028-4786-aba1-212c5001f099 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Stable nonconvex-nonconcave training via linear interpolation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8b7bd377-2446-49b8-b4a7-30a2ad7d2f62 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 869f9560-4da9-4778-a8d5-8606363a8a33 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games On the momentum term in gradient descent learning algorithms
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 60a1c117-2f5b-47af-bdd8-867b6442566e · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games J., Burden, S
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1cf2a485-fd20-48c0-9038-3db49c02bf20 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games C., Wu, Y., Dherin, B., and Barrett, D
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c3c73305-2d15-4bc2-9868-d3536ec38609 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Improved techniques for training gans
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fff9162-875b-424e-9776-d5e48068f8b3 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games S., Jordan, M
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 82c40546-d05b-4003-b215-291064b880ef · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd8a4823-54ba-4e15-8a46-87c464d72f25 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games On the importance of initialization and momentum in deep learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation db7371ee-2dbe-422e-802e-cac3443cbb29 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Improving generalization and stability of generative adversarial networks
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 35c0c7df-ceb4-481e-a128-d5c7fea568d0 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games and Chizat, L
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 592602ab-d8c4-4cd0-af76-f6a1d5326936 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Provable acceleration of heavy ball beyond quadratics for a class of P olyak- L ojasiewicz functions when the non-convexity is averaged-out
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 218a2344-a3d9-481d-be71-594fe86d6f88 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games On the convergence and robustness of adversarial training
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8fe68b5a-6246-47e0-968e-90a099ad47ea · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games C., and Jordan, M
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e85e4265-db70-447f-a0f6-d90fa9ae1e73 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Alternating mirror descent for constrained min-max games
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ca8e73e1-93db-41ba-9dd4-1e3ff17e0fdb · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Gradient normalization for generative adversarial networks
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1dd07469-0926-4e44-8182-32aedb6bb5c0 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Faster single-loop algorithms for minimax optimization without strong concavity
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 553ff183-081f-49aa-8e7d-63b4622136aa · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games and Wang, Y
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6837e270-f101-4ff7-a600-037bfdab7e16 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games A unified analysis of first-order methods for smooth games via integral quadratic constraints
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 57d64d32-052d-42b3-9971-d0988c0b79b7 · outbound
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.