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Lenka Zdeborová

Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge

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Jun 17, 2025
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On the existence of consistent adversarial attacks in high-dimensional linear classification

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Jun 14, 2025
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Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions

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May 23, 2025
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The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks

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May 23, 2025
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Fundamental Limits of Matrix Sensing: Exact Asymptotics, Universality, and Applications

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Mar 18, 2025
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The Computational Advantage of Depth: Learning High-Dimensional Hierarchical Functions with Gradient Descent

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Feb 19, 2025
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Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholds

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Feb 02, 2025
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Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens

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Oct 24, 2024
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Building Conformal Prediction Intervals with Approximate Message Passing

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Oct 21, 2024
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Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants

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Aug 07, 2024
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