Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Beyond L1: Faster and Better Sparse Models with Skglm

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond L1: Faster and Better Sparse Models with Skglm

    Quentin Bertrand, Quentin Klopfenstein, Pierre-Antoine Bannier, Gauthier Gidel, Mathurin Massias p38950-38965 from Advances in Neural Information Processing Systems 35
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  • Beyond Mahalanobis Distance for Textual OOD Detection

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Mahalanobis Distance for Textual OOD Detection

    Pierre Colombo, Eduardo Dadalto, Guillaume Staerman, Nathan Noiry, Pablo Piantanida p17744-17759 from Advances in Neural Information Processing Systems 35
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  • Beyond MLE: Convex Learning for Text Generation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond MLE: Convex Learning for Text Generation

    Chenze Shao, Zhengrui Ma, Min Zhang, Yang Feng p8913-8936 from Advances in Neural Information Processing Systems 36
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  • Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends

    Wang Xinrui, Wenhai Wan, Chuanxing Geng, Shao-Yuan Li, Songcan Chen p67589-67602 from Advances in Neural Information Processing Systems 36
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  • Beyond Neural Scaling Laws: Beating Power Law Scaling Via Data Pruning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Neural Scaling Laws: Beating Power Law Scaling Via Data Pruning

    Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari Morcos p19523-19536 from Advances in Neural Information Processing Systems 35
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  • Beyond Normal: On the Evaluation of Mutual Information Estimators

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Normal: On the Evaluation of Mutual Information Estimators

    Pawel Czyz, Frederic Grabowski, Julia Vogt, Niko Beerenwinkel, Alexander Marx p16957-16990 from Advances in Neural Information Processing Systems 36
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  • Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

    Sen Lin, Li Yang, Deliang Fan, Junshan Zhang p16165-16177 from Advances in Neural Information Processing Systems 35
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  • Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time

    Arvind Mahankali, Haochen Zhang, Kefan Dong, Margalit Glasgow, Tengyu Ma p57367-57480 from Advances in Neural Information Processing Systems 36
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  • Beyond Optimism: Exploration With Partially Observable Rewards

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Optimism: Exploration With Partially Observable Rewards

    Simone Parisi, Alireza Kazemipour, Michael Bowling p65415-65444 from Advances in Neural Information Processing Systems 37
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  • Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense

    Zunzhi You, Daochang Liu, Bohyung Han, Chang Xu p42950-42960 from Advances in Neural Information Processing Systems 36
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  • Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints

    Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Federico Fusco p8541-8568 from Advances in Neural Information Processing Systems 37
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  • Beyond probability partitions: Calibrating neural networks with semantic aware grouping

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond probability partitions: Calibrating neural networks with semantic aware grouping

    Jia-Qi Yang, De-Chuan Zhan, Le Gan p58448-58460 from Advances in Neural Information Processing Systems 36
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  • Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models

    David Castillo-Bolado, Joseph Davidson, Finlay Gray, Marek Rosa p42528-42565 from Advances in Neural Information Processing Systems 37
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  • Beyond Real-World Benchmark Datasets: An Empirical Study of Node Classification with GNNs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Real-World Benchmark Datasets: An Empirical Study of Node Classification with GNNs

    Seiji Maekawa, Koki Noda, Yuya Sasaki, Makoto Onizuka p5562-5574 from Advances in Neural Information Processing Systems 35
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  • Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning

    Zhixiang Shen, Shuo Wang, Zhao Kang p31629-31658 from Advances in Neural Information Processing Systems 37
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  • Beyond Rewards: A Hierarchical Perspective on Offline Multiagent Behavioral Analysis

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Rewards: A Hierarchical Perspective on Offline Multiagent Behavioral Analysis

    Shayegan Omidshafiei, Andrei Kapishnikov, Yannick Assogba, Lucas Dixon, Been Kim p3444-3460 from Advances in Neural Information Processing Systems 35
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  • Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations

    Jeff Z. Haochen, Colin Wei, Ananya Kumar, Tengyu Ma p26889-26902 from Advances in Neural Information Processing Systems 35
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  • Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators

    Haoming Wang, Zhaoming Tian, Yunpeng Song, Xiangliang Zhang, Zhongmin Cai p78836-78862 from Advances in Neural Information Processing Systems 37
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  • Beyond Slow Signs in High-fidelity Model Extraction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Slow Signs in High-fidelity Model Extraction

    Hanna Foerster, Robert Mullins, Ilia Shumailov, Jamie Hayes p19496-19522 from Advances in Neural Information Processing Systems 37
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  • Beyond Spectral Gap: The Role of the Topology in Decentralized Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Spectral Gap: The Role of the Topology in Decentralized Learning

    Thijs Vogels, Hadrien Hendrikx, Martin Jaggi p15039-15050 from Advances in Neural Information Processing Systems 35
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  • Beyond task diversity: provable representation transfer for sequential multitask linear bandits

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond task diversity: provable representation transfer for sequential multitask linear bandits

    Thang Duong, Zhi Wang, Chicheng Zhang p37791-37822 from Advances in Neural Information Processing Systems 37
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  • Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits

    Yifei Wang, Tavor Baharav, Yanjun Han, Jiantao Jiao, David Tse p9262-9273 from Advances in Neural Information Processing Systems 35
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  • Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects

    Michael Lepori, Alexa Tartaglini, Wai Vong, Thomas Serre, Brenden Lake, Ellie Pavlick p131503-131544 from Advances in Neural Information Processing Systems 37
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  • Beyond the Return: Off-Policy Function Estimation Under User-Specified Error-Measuring Distributions

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond the Return: Off-Policy Function Estimation Under User-Specified Error-Measuring Distributions

    Audrey Huang, Nan Jiang p6292-6303 from Advances in Neural Information Processing Systems 35
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