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Alessandro Rudi

PSL, DI-ENS, Inria

Structured Prediction in Online Learning

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Jun 18, 2024
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Closed-form Filtering for Non-linear Systems

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Feb 15, 2024
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GloptiNets: Scalable Non-Convex Optimization with Certificates

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Jun 26, 2023
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Non-Parametric Learning of Stochastic Differential Equations with Fast Rates of Convergence

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May 24, 2023
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Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models

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Mar 30, 2023
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Approximation of optimization problems with constraints through kernel Sum-Of-Squares

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Jan 16, 2023
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Vector-Valued Least-Squares Regression under Output Regularity Assumptions

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Nov 16, 2022
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Active Labeling: Streaming Stochastic Gradients

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May 26, 2022
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Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares

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Apr 11, 2022
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Measuring dissimilarity with diffeomorphism invariance

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Mar 07, 2022
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