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Quentin Berthet

Implicit Diffusion: Efficient Optimization through Stochastic Sampling

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Feb 08, 2024
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Decoding-time Realignment of Language Models

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Feb 05, 2024
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Differentiable Clustering with Perturbed Spanning Forests

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May 25, 2023
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Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes

Nov 18, 2022
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Regression as Classification: Influence of Task Formulation on Neural Network Features

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Nov 10, 2022
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Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization

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May 25, 2022
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A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models

Jan 06, 2022
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Efficient and Modular Implicit Differentiation

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May 31, 2021
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Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking

Mar 17, 2021
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Fast Differentiable Sorting and Ranking

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Feb 20, 2020
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