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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence

Han Bao, Kenta Niwa, Ryoma Sato, Yuki Takezawa, Makoto Yamada p76692-76717 from Advances in Neural Information Processing Systems 36

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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

Adam Eisen, Ila Fiete, Leo Kozachkov, Mitchell Ostrow 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

Alexander D'Amour, Sayna Ebrahimi, Kevin Murphy, Qingyao Sun 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

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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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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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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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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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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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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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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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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