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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Benefits of Complex Parameterizations for Structured State Space Models

Nadav Cohen, Edo Cohen-Karlik, Raja Giryes, Amir Globerson, Eden Lumbroso, Yuval Ran-Milo p115906-115939 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable benefits of score matching

Holden Lee, Ankur Moitra, Chirag Pabbaraju, Andrej Risteski, Dhruv Rohatgi, Anish Prasad Sevekari p61306-61326 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable convergence guarantees for black-box variational inference

Justin Domke, Guillaume Garrigos, Robert Gower p66289-66327 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Defense Against Backdoor Policies in Reinforcement Learning

Shubham Bharti, Adish Singla, Xuezhou Zhang, Jerry Zhu p14704-14714 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Editing of Deep Neural Networks using Parametric Linear Relaxation

Zhe Tao, Aditya Thakur p113846-113883 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable General Function Class Representation Learning in Multitask Bandits and MDP

Simon Du, Gao Huang, Rui Lu, Andrew Zhao p11507-11519 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Generalization of Overparameterized Meta-Learning Trained with SGD

Longbo Huang, Yu Huang, Yingbin Liang p16563-16576 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior

Adam Block, Ali Jadbabaie, Daniel Pfrommer, Max Simchowitz, Russ Tedrake p48534-48547 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Guarantees for Neural Networks via Gradient Feature Learning

Yingyu Liang, Zhenmei Shi, Junyi Wei p55848-55918 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks

Alex Damian, Jason Lee, Eshaan Nichani p10828-10875 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Partially Observable Reinforcement Learning with Privileged Information

Yang Cai, Xiangyu Liu, Argyris Oikonomou, Kaiqing Zhang p63790-63857 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Provable Posterior Sampling with Denoising Oracles via Tilted Transport

Joan Bruna, Jiequn Han p82863-82894 from Advances in Neural Information Processing Systems 37

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