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Michael W. Mahoney

University of California, Berkeley
Stanford University
International Computer Science Institute

475

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Learning continuous models for continuous physics.

2022 CoRR
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Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence.

2022 CoRR
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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data.

2022 J. Mach. Learn. Res.
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A Fast Post-Training Pruning Framework for Transformers.

2022 CoRR
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Hessian-Aware Pruning and Optimal Neural Implant.

2022 WACV | Workshop on Applications of Computer Vision
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AutoIP: A United Framework to Integrate Physics into Gaussian Processes.

2022 CoRR
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Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows.

2022 CoRR
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Fast Feature Selection with Fairness Constraints.

2022 CoRR
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Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data.

2022 CoRR
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NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections.

2022 CoRR
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