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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Private and Scalable k-Clustering

Vincent Cohen-Addad, Alessandro Epasto, Vahab Mirrokni, Shyam Narayanan, Peilin Zhong p10462-10475 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Randomized Exploration for Tabular Markov Decision Processes

Zhihan Xiong, Ruoqi Shen, Qiwen Cui, Maryam Fazel, Simon Du p6358-6371 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Regret Bounds for Multi-Batch Reinforcement Learning

Zihan Zhang, Yuhang Jiang, Yuan Zhou, Xiangyang Ji p24586-24596 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback

Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg p33469-33481 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Sample Complexity Bounds for Constrained MDPs

Sharan Vaswani, Lin Yang, Csaba Szepesvari p3110-3122 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD

Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Suggala, Prateek Varshney p8834-8900 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Near-Optimality of Contrastive Divergence Algorithms

Pierre Glaser, Kevin Han Huang, Arthur Gretton p91036-91090 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution

Minghan Li, Xilun Chen, Ari Holtzman, Beidi Chen, Jimmy Lin, Wen-Tau Yih, Xi Lin p80987-81015 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Nearest Neighbour with Bandit Feedback

Stephen Pasteris, Chris Hicks, Vasilios Mavroudis p20320-20351 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Nearly Minimax Optimal Regret for Multinomial Logistic Bandit

Joongkyu Lee, Min-Hwan Oh p109003-109065 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Nearly Minimax Optimal Submodular Maximization with Bandit Feedback

Artin Tajdini, Lalit Jain, Kevin Jamieson p96254-96281 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions

Jiafan He, Dongruo Zhou, Tong Zhang, Quanquan Gu p34614-34625 from Advances in Neural Information Processing Systems 35

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