Johan Larsson

13 papers A* 3A 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Solvers for SLOPE in R, Python, Julia, and C++.
CoRR
Johan Larsson, Malgorzata Bogdan, Krystyna Grzesiak, Mathurin Massias, Jonas Wallin
2025 J jnl
The Choice of Normalization Influences Shrinkage in Regularized Regression.
CoRR
Johan Larsson, Jonas Wallin
2025 J jnl
The Choice of Normalization Influences Shrinkage in Regularized Regression.
Trans. Mach. Learn. Res.
Johan Larsson, Jonas Wallin
2024 — —
Optimization and Algorithms in Sparse Regression: Screening Rules, Coordinate Descent, and Normalization.
Johan Larsson
2023 A conf
Coordinate Descent for SLOPE.
AISTATS
Johan Larsson, Quentin Klopfenstein, Mathurin Massias, Jonas Wallin
2022 A* conf
Benchopt: Reproducible, efficient and collaborative optimization benchmarks.
NeurIPS
Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
2022 J jnl
Benchopt: Reproducible, efficient and collaborative optimization benchmarks.
CoRR
Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
2022 A* conf
The Hessian Screening Rule.
NeurIPS
Johan Larsson, Jonas Wallin
2021 J jnl
Look-Ahead Screening Rules for the Lasso.
CoRR
Johan Larsson
2021 J jnl
The Hessian Screening Rule.
CoRR
Johan Larsson, Jonas Wallin
2020 A* conf
The Strong Screening Rule for SLOPE.
NeurIPS
Johan Larsson, Malgorzata Bogdan, Jonas Wallin
2020 J jnl
The Strong Screening Rule for SLOPE.
CoRR
Johan Larsson, Malgorzata Bogdan, Jonas Wallin
2018 — conf
A Case Study in Fitting Area-Proportional Euler Diagrams with Ellipses using eulerr.
SetVR@Diagrams
Johan Larsson, Peter Gustafsson