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Marc Finzi

Predicting the Performance of Black-box LLMs through Self-Queries

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Jan 02, 2025
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Diffusing Differentiable Representations

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Dec 09, 2024
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Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices

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Oct 03, 2024
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Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models

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Jul 25, 2024
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Compute Better Spent: Replacing Dense Layers with Structured Matrices

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Jun 10, 2024
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Non-Vacuous Generalization Bounds for Large Language Models

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Dec 28, 2023
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Large Language Models Are Zero-Shot Time Series Forecasters

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Oct 11, 2023
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CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra

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Sep 06, 2023
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User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems

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Jun 13, 2023
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A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks

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Apr 28, 2023
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