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Material Type: Article
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On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)arXiv.org, 2022-01 [Peer Reviewed Journal]2022. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2109.04024Full text available |
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Material Type: Book
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Optimization with Sparsity-Inducing PenaltiesFoundations and trends in machine learning, 2012 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000015Digital Resources/Online E-Resources |
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3 |
Material Type: Article
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Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learninghttp://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2106.04911Digital Resources/Online E-Resources |
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4 |
Material Type: Article
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Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexityhttp://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2201.11411Digital Resources/Online E-Resources |
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5 |
Material Type: Article
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Bug Characterization in Machine Learning-based SystemsarXiv.org, 2023-07 [Peer Reviewed Journal]2023. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2307.14512Full text available |
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6 |
Material Type: Article
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Mining gold from implicit models to improve likelihood-free inferenceProceedings of the National Academy of Sciences - PNAS, 2020-03, Vol.117 (10), p.5242-5249 [Peer Reviewed Journal]Copyright National Academy of Sciences Mar 10, 2020 ;2020 ;ISSN: 0027-8424 ;ISSN: 1091-6490 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1915980117 ;PMID: 32079725Full text available |
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7 |
Material Type: Article
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Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality CertificationarXiv.org, 2022-06 [Peer Reviewed Journal]2022. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2206.03345Full text available |
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8 |
Material Type: Book Chapter
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The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classificationhttp://arxiv.org/licenses/nonexclusive-distrib/1.0 ;ISBN: 9783030676575 ;EISBN: 9783030676582 ;DOI: 10.48550/arxiv.2105.03841Digital Resources/Online E-Resources |
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9 |
Material Type: Article
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Differentially Private Speaker AnonymizationarXiv.org, 2023-01 [Peer Reviewed Journal]2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2202.11823Full text available |
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10 |
Material Type: Article
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Learning to Reconstruct Signals From Binary MeasurementsarXiv.org, 2023-11 [Peer Reviewed Journal]2023. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2303.08691Full text available |
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11 |
Material Type: Book
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Physics-based Deep LearningarXiv.org, 20212022. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2109.05237Full text available |
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12 |
Material Type: Article
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Bias Mitigation via Compensation: A Reinforcement Learning PerspectivearXiv.org, 2024-042024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2404.19256Full text available |
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13 |
Material Type: Article
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Language Models Can Reduce Asymmetry in Information MarketsarXiv.org, 2024-032024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2403.14443Full text available |
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14 |
Material Type: Article
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From Symbolic Tasks to Code Generation: Diversification Yields Better Task PerformersarXiv.org, 2024-052024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2405.19787Full text available |
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15 |
Material Type: Article
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Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedbackhttp://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2404.10271Digital Resources/Online E-Resources |
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16 |
Material Type: Article
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Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative ModelsarXiv.org, 2023-092023. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2309.06375Full text available |
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17 |
Material Type: Article
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VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Searchhttp://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2402.08147Digital Resources/Online E-Resources |
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18 |
Material Type: Article
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An Information-Flow Perspective on Algorithmic FairnessarXiv.org, 2023-122023. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2312.10128Full text available |
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19 |
Material Type: Article
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Interpretable and Explainable Logical Policies via Neurally Guided Symbolic AbstractionarXiv.org, 2023-102023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2306.01439Full text available |
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20 |
Material Type: Article
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The complexity of approximate (coarse) correlated equilibrium for incomplete information gameshttp://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2406.02357Digital Resources/Online E-Resources |