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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis

Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete p33824-33837 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond IID: Data-Driven Decision-Making in Heterogeneous Environments

Omar Besbes, Will Ma, Omar Mouchtaki p23979-23991 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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

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

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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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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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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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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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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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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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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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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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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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