Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning Via Clairvoyant Multiplicative Weights Update

Georgios Piliouras, Ryann Sim, Stratis Skoulakis p22258-22269 from Advances in Neural Information Processing Systems 35

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Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

Zhang-Wei Hong, Aviral Kumar, Sathwik Karnik, Abhishek Bhandwaldar, Akash Srivastava, Joni Pajarinen, Romain Laroche, Abhishek Gupta, Pulkit Agrawal p4985-5009 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation

Myong Chol Jung, He Zhao, Joanna Dipnall, Lan Du p42191-42216 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bezier Gaussian Processes for Tall and Wide Data

Martin Jørgensen, Michael A Osborne p24354-24366 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bi-Directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song p15368-15381 from Advances in Neural Information Processing Systems 35

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Bi-Level Offline Policy Optimization with Limited Exploration

Wenzhuo Zhou p55022-55035 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bias Amplification in Language Model Evolution: An Iterated Learning Perspective

Yi Ren, Shangmin Guo, Linlu Qiu, Bailin Wang, Danica J. Sutherland p38629-38664 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency

Yiran Liu, Ke Yang, Zehan Qi, Xiao Liu, Yang Yu, Chengxiang Zhai p110131-110155 from Advances in Neural Information Processing Systems 37

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Bias Detection via Signaling

Yiling Chen, Tao Lin, Ariel Procaccia, Aaditya Ramdas, Itai Shapira p69120-69143 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bias in Evaluation Processes: An Optimization-Based Model

L. Elisa Celis, Amit Kumar, Anay Mehrotra, Nisheeth K. Vishnoi p72193-72247 from Advances in Neural Information Processing Systems 36

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Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training

Anchit Jain, Rozhin Nobahari, Aristide Baratin, Stefano Sarao Mannelli p24435-24471 from Advances in Neural Information Processing Systems 37

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Bicriteria Approximation Algorithms for the Submodular Cover Problem

Wenjing Chen, Victoria Crawford p72705-72716 from Advances in Neural Information Processing Systems 36

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Bicriteria Multidimensional Mechanism Design with Side Information

Siddharth Prasad, Maria-Florina Balcan, Tuomas Sandholm p40832-40852 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bidirectional Learning for Offline Infinite-Width Model-Based Optimization

Can Chen, Yingxueff Zhang, Jie Fu, Xue (Steve) Liu, Mark Coates p29454-29467 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding

Jiewen Yang, Yiqun Lin, Bin Pu, Xiaomeng Li p34800-34823 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BiDM: Pushing the Limit of Quantization for Diffusion Models

Xingyu Zheng, Xianglong Liu, Yichen Bian, Xudong Ma, Yulun Zhang, Jiakai Wang, Jinyang Guo, Haotong Qin p39009-39035 from Advances in Neural Information Processing Systems 37

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Bifurcations and loss jumps in RNN training

Lukas Eisenmann, Zahra Monfared, Niclas Göring, Daniel Durstewitz p70511-70547 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing

Jason Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Sunny Kang, Rosaline Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen Bach, Stella Biderman, Mario Sänger, et al. p25792-25806 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control

Michal Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Milos, Marek Cygan p113038-113071 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation

Michal Junczyk p57439-57471 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BILCO: An Efficient Algorithm for Joint Alignment of Time Series

Xuelong Mi, Mengfan Wang, Alex Chen, Jing-Xuan Lim, Yizhi Wang, Misha B Ahrens, Guoqiang Yu p36270-36281 from Advances in Neural Information Processing Systems 35

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Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature

Tong Zhou, Xuandong Zhao, Xiaolin Xu, Shaolei Ren p56054-56075 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm

Jie Hao, Kaiyi Ji, Mingrui Liu p51026-51049 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

BiMatting: Efficient Video Matting via Binarization

Haotong Qin, Lei Ke, Xudong Ma, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Xianglong Liu, Fisher Yu p43307-43321 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning Via Clairvoyant Multiplicative Weights Update

Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation

Bezier Gaussian Processes for Tall and Wide Data

Bi-Directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Bi-Level Offline Policy Optimization with Limited Exploration

Bias Amplification in Language Model Evolution: An Iterated Learning Perspective

Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency

Bias Detection via Signaling

Bias in Evaluation Processes: An Optimization-Based Model

Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training

Bicriteria Approximation Algorithms for the Submodular Cover Problem

Bicriteria Multidimensional Mechanism Design with Side Information

Bidirectional Learning for Offline Infinite-Width Model-Based Optimization

Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding

BiDM: Pushing the Limit of Quantization for Diffusion Models

Bifurcations and loss jumps in RNN training

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing

Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control

BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation

BILCO: An Efficient Algorithm for Joint Alignment of Time Series

Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature

Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm

BiMatting: Efficient Video Matting via Binarization

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