Paper

  • 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 planned learning objectives: Entrepreneurial education as the source of accidental competencies for engineering students

    Research In Engineering Education Network

    Beyond planned learning objectives: Entrepreneurial education as the source of accidental competencies for engineering students

    Aleksandr Litvinov, Anne Gardner, Sojen Pradhan, Jeri Childers p472-480 from 9th Research in Engineering Education Symposium and 32nd Australasian Association for Engineering Education Conference (REES AAEE 2021)
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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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