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Titolo Pubblicato in Anno
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2023
Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start JOURNAL OF MACHINE LEARNING RESEARCH 2023
Parallel random block-coordinate forward-backward algorithm: a unified convergence analysis MATHEMATICAL PROGRAMMING 2022
The method of randomized Bregman projections for stochastic feasibility problems NUMERICAL ALGORITHMS 2022
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity Proceedings of the 39th International Conference on Machine Learning 2022
Bregman Neural Networks Proceedings of the 39th International Conference on Machine Learning 2022
Proximal Gradient Methods for Machine Learning and Imaging Harmonic and Applied Analysis. From Radon Transforms to Machine Learning. 2021
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis MATHEMATICAL PROGRAMMING 2021
Unveiling Groups of Related Tasks in Multi-Task Learning 2021
Convergence Properties of Stochastic Hypergradients 2021
Generalized support vector regression: Duality and tensor-kernel representation ANALYSIS AND APPLICATIONS 2020
On the Iteration Complexity of Hypergradient Computation 2020
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm 2019
Latent variable time-varying network inference Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2018
Consistent learning by composite proximal thresholding MATHEMATICAL PROGRAMMING 2018
Regularized learning schemes in feature Banach spaces ANALYSIS AND APPLICATIONS 2018
Bilevel Learning of the Group Lasso Structure 2018
Bilevel Programming for Hyperparameter Optimization and Meta-Learning 2018
Solving l(p)-norm regularization with tensor kernels International Conference on Artificial Intelligence and Statistics (AISTATS) 2018
Forward-Backward Splitting for Time-Varying Graphical Models International Conference on Probabilistic Graphical Models 2018

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