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Boris Hanin

Deep Nets as Hamiltonians

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Mar 31, 2025
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Optimizing Model Selection for Compound AI Systems

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Feb 20, 2025
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Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

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Oct 11, 2024
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Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design

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Jul 23, 2024
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Bayesian Inference with Deep Weakly Nonlinear Networks

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May 26, 2024
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Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

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Mar 04, 2024
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Principled Architecture-aware Scaling of Hyperparameters

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Feb 27, 2024
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Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit

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Sep 28, 2023
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Les Houches Lectures on Deep Learning at Large & Infinite Width

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Sep 08, 2023
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Quantitative CLTs in Deep Neural Networks

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Jul 21, 2023
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