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Samuel Vaiter

CNRS, LJAD

CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration

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May 29, 2024
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Derivatives of Stochastic Gradient Descent

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May 24, 2024
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What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding

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May 24, 2023
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One-step differentiation of iterative algorithms

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May 23, 2023
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Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs

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Apr 21, 2023
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Gradient scarcity with Bilevel Optimization for Graph Learning

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Mar 24, 2023
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On the Robustness of Text Vectorizers

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Mar 09, 2023
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A Near-Optimal Algorithm for Bilevel Empirical Risk Minimization

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Feb 17, 2023
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The derivatives of Sinkhorn-Knopp converge

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Aug 03, 2022
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks

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Jun 28, 2022
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