Guillaume Dalle

11 papers A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Common Interface for Automatic Differentiation.
J. Mach. Learn. Res.
Guillaume Dalle, Adrian Hill
2025 J jnl
A Common Interface for Automatic Differentiation.
CoRR
Guillaume Dalle, Adrian Hill
2025 J jnl
Revisiting Sparse Matrix Coloring and Bicoloring.
CoRR
Alexis Montoison, Guillaume Dalle, Assefaw Hadish Gebremedhin
2025 J jnl
Sparser, Better, Faster, Stronger: Efficient Automatic Differentiation for Sparse Jacobians and Hessians.
CoRR
Adrian Hill, Guillaume Dalle
2025 J jnl
Sparser, Better, Faster, Stronger: Sparsity Detection for Efficient Automatic Differentiation.
Trans. Mach. Learn. Res.
Adrian Hill, Guillaume Dalle
2024 A conf
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression.
UAI
Lucas Clarté, Adrien Vandenbroucque, Guillaume Dalle, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
2024 J jnl
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression.
CoRR
Lucas Clarté, Adrien Vandenbroucque, Guillaume Dalle, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
2024 J jnl
HiddenMarkovModels.jl: generic, fast and reliable state space modeling.
J. Open Source Softw.
Guillaume Dalle
2024 — conf
Optimal Performance of Graph Convolutional Networks on the Contextual Stochastic Block Model.
LoG
Guillaume Dalle, Patrick Thiran
2024 J jnl
Solving a Continent-Scale Inventory Routing Problem at Renault.
Transp. Sci.
Louis Bouvier, Guillaume Dalle, Axel Parmentier, Thibaut Vidal
2022 J jnl
Learning with Combinatorial Optimization Layers: a Probabilistic Approach.
CoRR
Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier