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Joan Bruna

CIMS

Propagation of Chaos in One-hidden-layer Neural Networks beyond Logarithmic Time

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Apr 17, 2025
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Survey on Algorithms for multi-index models

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Apr 07, 2025
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Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos

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Mar 24, 2025
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Compositional Reasoning with Transformers, RNNs, and Chain of Thought

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Mar 03, 2025
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Geometry and Optimization of Shallow Polynomial Networks

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Jan 10, 2025
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On the Benefits of Rank in Attention Layers

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Jul 23, 2024
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Posterior Sampling with Denoising Oracles via Tilted Transport

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Jun 30, 2024
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How Truncating Weights Improves Reasoning in Language Models

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Jun 05, 2024
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Computational-Statistical Gaps in Gaussian Single-Index Models

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Mar 12, 2024
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Stochastic Optimal Control Matching

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Dec 04, 2023
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