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Francis Bach

SIERRA

Minimum Volume Conformal Sets for Multivariate Regression

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Mar 24, 2025
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E-Values Expand the Scope of Conformal Prediction

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Mar 17, 2025
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Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity

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Mar 17, 2025
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Convergence of Shallow ReLU Networks on Weakly Interacting Data

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Feb 24, 2025
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Spectral structure learning for clinical time series

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Feb 17, 2025
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An Uncertainty Principle for Linear Recurrent Neural Networks

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Feb 13, 2025
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Statistical Collusion by Collectives on Learning Platforms

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Feb 07, 2025
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Building Bridges between Regression, Clustering, and Classification

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Feb 05, 2025
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The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training

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Jan 31, 2025
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Rethinking Early Stopping: Refine, Then Calibrate

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Jan 31, 2025
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