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Lenka Zdeborová

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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Bayes-optimal learning of an extensive-width neural network from quadratically many samples

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Aug 07, 2024
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Understanding Counting in Small Transformers: The Interplay between Attention and Feed-Forward Layers

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Jul 16, 2024
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Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions

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Jul 03, 2024
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Fundamental limits of weak learnability in high-dimensional multi-index models

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May 24, 2024
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Fundamental limits of Non-Linear Low-Rank Matrix Estimation

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Mar 07, 2024
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Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression

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Feb 21, 2024
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Asymptotics of feature learning in two-layer networks after one gradient-step

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Feb 07, 2024
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