Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations

    Alexander D'Amour, Sayna Ebrahimi, Kevin Murphy, Qingyao Sun p23789-23812 from Advances in Neural Information Processing Systems 36
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  • 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

    Pierre-Antoine Bannier, Quentin Bertrand, Gauthier Gidel, Quentin Klopfenstein, 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, Nathan Noiry, Pablo Piantanida, Guillaume Staerman 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

    Yang Feng, Zhengrui Ma, Chenze Shao, Min Zhang 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

    Songcan Chen, Chuanxing Geng, Shao-Yuan Li, Wenhai Wan, Wang Xinrui 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

    Surya Ganguli, Robert Geirhos, Ari Morcos, Shashank Shekhar, Ben Sorscher 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

    Niko Beerenwinkel, Pawel Czyz, Frederic Grabowski, Alexander Marx, Julia Vogt 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

    Deliang Fan, Sen Lin, Li Yang, 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

    Kefan Dong, Margalit Glasgow, Tengyu Ma, Arvind Mahankali, Haochen Zhang 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

    Michael Bowling, Alireza Kazemipour, Simone Parisi 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

    Bohyung Han, Daochang Liu, Chang Xu, Zunzhi You 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

    Le Gan, Jia-Qi Yang, De-Chuan Zhan 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, Makoto Onizuka, Yuya Sasaki 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

    Zhao Kang, Zhixiang Shen, Shuo Wang 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

    Yannick Assogba, Lucas Dixon, Andrei Kapishnikov, Been Kim, Shayegan Omidshafiei 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, Ananya Kumar, Tengyu Ma, Colin Wei 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

    Zhongmin Cai, Yunpeng Song, Zhaoming Tian, Haoming Wang, Xiangliang Zhang 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, Jamie Hayes, Robert Mullins, Ilia Shumailov 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

    Hadrien Hendrikx, Martin Jaggi, Thijs Vogels 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

    Tavor Baharav, Yanjun Han, Jiantao Jiao, David Tse, Yifei Wang 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

    Brenden Lake, Michael Lepori, Ellie Pavlick, Thomas Serre, Alexa Tartaglini, Wai Vong p131503-131544 from Advances in Neural Information Processing Systems 37
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