Articles by Guillaume Dalle | Synthical

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4

Sparser, Better, Faster, Stronger: Sparsity Detection for Efficient Automatic Differentiation

11 June 2025 by Adrian Hill and Guillaume Dalle

Machine Learning, Mathematical Software

Revisiting Sparse Matrix Coloring and Bicoloring

12 May 2025 by Alexis Montoison and others

Numerical Analysis, Discrete Mathematics

A Common Interface for Automatic Differentiation

8 May 2025 by Guillaume Dalle and Adrian Hill

Mathematical Software, Machine Learning

Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression

1 November 2024 by Lucas Clarté and others

Machine Learning, Disordered Systems and Neural Networks

Solving a Continent-Scale Inventory Routing Problem at Renault

29 September 2023 by Louis Bouvier and others

Optimization and Control

Learning with Combinatorial Optimization Layers: a Probabilistic Approach

3 December 2022 by Guillaume Dalle and others

Machine Learning, Optimization and Control

Minimax Estimation of Partially-Observed Vector AutoRegressions

4 May 2022 by Guillaume Dalle and Yohann Castro

Signal Processing, Statistics Theory

Topics

Machine Learning Optimization and Control Statistics Theory Disordered Systems and Neural Networks Signal Processing Methodology