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Joseph Salmon

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Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?

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Jun 05, 2024
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A two-head loss function for deep Average-K classification

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Mar 31, 2023
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Improve learning combining crowdsourced labels by weighting Areas Under the Margin

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Sep 30, 2022
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High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent

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Jul 04, 2022
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks

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Jun 28, 2022
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Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification

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Feb 04, 2022
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Supervised learning of analysis-sparsity priors with automatic differentiation

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Dec 15, 2021
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LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso

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Nov 04, 2021
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Differentially Private Coordinate Descent for Composite Empirical Risk Minimization

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Oct 22, 2021
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Score-Based Change Detection for Gradient-Based Learning Machines

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Jun 27, 2021
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