Guillaume Dalle

According to our database, Guillaume Dalle authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Revisiting Sparse Matrix Coloring and Bicoloring.

Alexis Montoison, Guillaume Dalle, Assefaw Hadish Gebremedhin

CoRR, May, 2025

A Common Interface for Automatic Differentiation.

Guillaume Dalle, Adrian Hill

CoRR, May, 2025

Sparser, Better, Faster, Stronger: Efficient Automatic Differentiation for Sparse Jacobians and Hessians.

Adrian Hill, Guillaume Dalle

CoRR, January, 2025

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

Adrian Hill, Guillaume Dalle

Trans. Mach. Learn. Res., 2025

2024

HiddenMarkovModels.jl: generic, fast and reliable state space modeling.

Guillaume Dalle

J. Open Source Softw., April, 2024

Solving a Continent-Scale Inventory Routing Problem at Renault.

Louis Bouvier, Guillaume Dalle, Axel Parmentier, Thibaut Vidal

Transp. Sci., 2024

Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression.

Lucas Clarté, Adrien Vandenbroucque, Guillaume Dalle, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Optimal Performance of Graph Convolutional Networks on the Contextual Stochastic Block Model.

Guillaume Dalle, Patrick Thiran

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

2022

Learning with Combinatorial Optimization Layers: a Probabilistic Approach.

Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier

CoRR, 2022