Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:41:34.848326Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:1908.10831.
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 2026-08-14T10:41:34.848326Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:38:21.793863Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-11T05:38:21.907456Z
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 50857d24-7b26-4430-86da-0776e6d82c4a · outbound
Stochastic AUC Maximization with Deep Neural Networks A Convergence Theory for Deep Learning via Over-Parameterization
Reference 1
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Observation 10edc41d-aa1d-4017-bdf9-f6527228fc45 · outbound
Stochastic AUC Maximization with Deep Neural Networks A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks
Reference 2
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Unavailable: canonical work link unavailable.
Observation 330131e8-4198-4896-ae70-be3e3cc850ca · outbound
Stochastic AUC Maximization with Deep Neural Networks Neural Machine Translation by Jointly Learning to Align and Translate
Reference 3
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Observation b7703291-0ff7-4312-8418-9732d0ba57ec · outbound
Stochastic AUC Maximization with Deep Neural Networks Stability and Generalization of Learning Algorithms that Converge to Global Optima
Reference 4
Source-reported events for the cited work
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Observation 0d4d65b9-7c50-4784-9e70-5cc71776280b · outbound
Stochastic AUC Maximization with Deep Neural Networks Universal stagewise learning for non-convex problems with convergence on averaged solutions
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b15282fc-bbf3-4d53-9f8f-a1b3ed4204fd · outbound
Stochastic AUC Maximization with Deep Neural Networks BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 6
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Observation ef0e4598-fc11-428f-8e18-5b248ac8905a · outbound
Stochastic AUC Maximization with Deep Neural Networks Gradient Descent Finds Global Minima of Deep Neural Networks
Reference 7
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Observation e945dcf6-3ea2-4384-93c0-10b3fd9334e3 · outbound
Stochastic AUC Maximization with Deep Neural Networks Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Reference 8
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Observation 3f787a4c-7fef-49e4-aa60-644ba232a0cc · outbound
Stochastic AUC Maximization with Deep Neural Networks Adaptive subgradient methods for online learning and stochastic optimization
Reference 9
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Observation 01dd087c-13e7-468c-9485-b0aad00aa297 · outbound
Stochastic AUC Maximization with Deep Neural Networks Composite objective mirror descent
Reference 10
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Observation 78d00cd5-c19e-4133-b0b8-83e3490c5fa6 · outbound
Stochastic AUC Maximization with Deep Neural Networks The foundations of cost-sensitive learning
Reference 11
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Observation 23897d99-5920-4f3b-9332-9b9852272866 · outbound
Stochastic AUC Maximization with Deep Neural Networks One-pass auc optimization
Reference 12
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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 83331f5b-03fd-455b-aa6d-66138a73cfa8 · outbound
Stochastic AUC Maximization with Deep Neural Networks Generating Sequences With Recurrent Neural Networks
Reference 13
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Observation e145f71b-eb4e-4592-b225-f6aa15d18b19 · outbound
Stochastic AUC Maximization with Deep Neural Networks A simple generalisation of the area under the roc curve for multiple class classification problems
Reference 14
Source-reported events for the cited work
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Observation a6e849fa-ec85-40f3-a111-e8c9cb1d3efd · outbound
Stochastic AUC Maximization with Deep Neural Networks The meaning and use of the area under a receiver operating characteristic (roc) curve
Reference 15
Source-reported events for the cited work
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Observation f0304677-fe6c-4e82-912d-7b0f06491e87 · outbound
Stochastic AUC Maximization with Deep Neural Networks A method of comparing the areas under receiver operating characteristic curves derived from the same cases
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3dbd4523-9b1e-43f6-8ff9-664465b498f1 · outbound
Stochastic AUC Maximization with Deep Neural Networks Identity Matters in Deep Learning
Reference 17
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Observation 813c97ca-2ef5-45d1-8d4a-25dacbc945da · outbound
Stochastic AUC Maximization with Deep Neural Networks Deep residual learning for image recognition
Reference 18
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Observation 48adb466-0b79-4bb2-a20a-fcf9a573efe7 · outbound
Stochastic AUC Maximization with Deep Neural Networks Deep neural networks for acoustic modeling in speech recognition
Reference 19
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Unavailable: canonical work link unavailable.
Observation b4e21477-1f14-4947-a95c-d1976b49943d · outbound
Stochastic AUC Maximization with Deep Neural Networks What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?
Reference 20
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Unavailable: canonical work link unavailable.
Observation 9343a66b-bfa4-40e7-b289-f93855e378e1 · outbound
Stochastic AUC Maximization with Deep Neural Networks Linear convergence of gradient and proximal-gradient methods under the polyak- ojasiewicz condition
Reference 21
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Unavailable: canonical work link unavailable.
Observation 371264b0-cc00-472d-91a1-31b597c119c4 · outbound
Stochastic AUC Maximization with Deep Neural Networks An Alternative View: When Does SGD Escape Local Minima?
Reference 22
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Observation 1ee471dc-4822-4694-919a-faa1c0df68e7 · outbound
Stochastic AUC Maximization with Deep Neural Networks Imagenet classification with deep convolutional neural networks
Reference 23
Source-reported events for the cited work
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Observation c8a3f5c0-3137-4d4e-b0e8-1b43d3494ed1 · outbound
Stochastic AUC Maximization with Deep Neural Networks Non-convex finite-sum optimization via scsg methods
Reference 24
Source-reported events for the cited work
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Observation e84b39d8-865b-49a6-8488-8ffc319a5cba · outbound
Stochastic AUC Maximization with Deep Neural Networks Learning overparameterized neural networks via stochastic gradient descent on structured data
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 636a9a10-62ec-4086-b266-1c32f77fe1b7 · outbound
Stochastic AUC Maximization with Deep Neural Networks Convergence analysis of two-layer neural networks with relu activation
Reference 26
Source-reported events for the cited work
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Observation 6711c80e-0176-4a41-82f4-dbaac111c419 · outbound
Stochastic AUC Maximization with Deep Neural Networks A simple proximal stochastic gradient method for nonsmooth nonconvex optimization
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f42fe7e5-5445-4b62-9576-4c6805fa5566 · outbound
Stochastic AUC Maximization with Deep Neural Networks First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems
Reference 28
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Observation 0c1ade9b-5161-4b01-bbbb-bfb81ae526b7 · outbound
Stochastic AUC Maximization with Deep Neural Networks Fast stochastic auc maximization with o (1/n)-convergence rate
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c8be1fbb-1c74-493c-98a8-051b0f20386e · outbound
Stochastic AUC Maximization with Deep Neural Networks Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation df21cc64-d9f0-48e8-9269-c9eacb095d20 · outbound
Stochastic AUC Maximization with Deep Neural Networks Acoustic modeling using deep belief networks
Reference 31
Source-reported events for the cited work
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Observation 37e38b5c-9b91-4b6b-b634-1da4d972733c · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic proximal algorithms for auc maximization
Reference 32
Source-reported events for the cited work
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Observation 92f9e986-4d8c-49c7-aec1-4d672567d30e · outbound
Stochastic AUC Maximization with Deep Neural Networks Robust stochastic approximation approach to stochastic programming
Reference 33
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Observation af410f7f-a3bc-41be-af4c-342f75ef9c25 · outbound
Stochastic AUC Maximization with Deep Neural Networks Introductory lectures on convex optimization: A basic course, volume 87
Reference 34
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Observation 45d40c13-af2c-448e-99db-c15f82ab4383 · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic Recursive Gradient Algorithm for Nonconvex Optimization
Reference 35
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Observation da331526-1a69-4ddb-abb2-2fedc82a8ed4 · outbound
Stochastic AUC Maximization with Deep Neural Networks Gradient methods for minimizing functionals
Reference 36
Source-reported events for the cited work
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Observation 7a8f2219-79ec-4ae4-aa29-a825a400b4b0 · outbound
Stochastic AUC Maximization with Deep Neural Networks Weakly-Convex Concave Min-Max Optimization: Provable Algorithms and Applications in Machine Learning
Reference 37
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Observation 1ce85653-22a3-4f27-b4d6-468689001f76 · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic variance reduction for nonconvex optimization
Reference 38
Source-reported events for the cited work
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Observation f47ae651-b6d9-4f56-bada-89bdeb1802c1 · outbound
Stochastic AUC Maximization with Deep Neural Networks Faster r-cnn: Towards real-time object detection with region proposal networks
Reference 39
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Observation 46eb98ec-99d6-470a-8c5c-115b22757251 · outbound
Stochastic AUC Maximization with Deep Neural Networks Monotone operators and the proximal point algorithm
Reference 40
Source-reported events for the cited work
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Observation c9fec064-8024-4d09-baf8-43f512314f9a · outbound
Stochastic AUC Maximization with Deep Neural Networks Solving Non-Convex Non-Concave Min-Max Games Under Polyak-{\L}ojasiewicz Condition
Reference 41
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Observation b93fa3ed-8362-4356-9560-9d80042840fc · outbound
Stochastic AUC Maximization with Deep Neural Networks Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 42
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Observation 597bb0a1-b4da-47df-a96f-7568583ebf05 · outbound
Stochastic AUC Maximization with Deep Neural Networks Sequence to sequence learning with neural networks
Reference 43
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Observation e3dfdfc1-5f79-41d9-bcde-55de5bdff928 · outbound
Stochastic AUC Maximization with Deep Neural Networks SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms
Reference 44
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Observation 53f37d68-1b6d-4307-a7c2-4ba6072083e5 · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic online auc maximization
Reference 45
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Observation d8687003-4a0e-4f95-a393-3fc9e6fd778a · outbound
Stochastic AUC Maximization with Deep Neural Networks Online auc maximization
Reference 46
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Observation 71fa6473-5068-44ad-ba3b-254e9a91f30b · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic nested variance reduced gradient descent for nonconvex optimization
Reference 47
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Observation 598cf54c-9e46-4430-98ab-611d38964c93 · outbound
Stochastic AUC Maximization with Deep Neural Networks Characterization of Gradient Dominance and Regularity Conditions for Neural Networks
Reference 48
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Observation 85d72c24-c6dd-46a7-bc8b-c09c9bb2bc52 · outbound
Stochastic AUC Maximization with Deep Neural Networks An Improved Analysis of Training Over-parameterized Deep Neural Networks
Reference 49
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Observation a0eeea83-45dc-4a6f-948d-46a4be3a185f · outbound
Stochastic AUC Maximization with Deep Neural Networks Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks
Reference 50
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Observation 9103c397-b9cf-4fba-90ec-5dcfa5cde6b9 · outbound
Stochastic AUC Maximization with Deep Neural Networks write newline
Reference 51
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Observation 5ccb6a35-fcbd-409c-be27-5ed226185cab · outbound
Stochastic AUC Maximization with Deep Neural Networks @esa (Ref
Reference 52
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Observation c4bc5a95-2009-434d-b3e8-8d3f83af2d96 · outbound
Stochastic AUC Maximization with Deep Neural Networks Unresolved cited work
Reference 53
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Observation 4e962bfa-7284-4710-a63e-ce504e46afa8 · outbound
Stochastic AUC Maximization with Deep Neural Networks 1h A XHT J e ,..b ] K Lxb-
Reference 54
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Observation 9ebce470-4ddd-437e-bf81-1325dedb47a3 · inbound
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Stochastic AUC Maximization with Deep Neural Networks
Reference 43
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