Jonas Wallin

Joined

May 2021

Names

Jonas Wallin (Preferred)

Emails

****@stat.lu.se (Confirmed)

Personal Links

Career & Education History

Assistant Professor

department of statistics (stat.lu.se)

2015 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2024

Expertise

spatial statistics

Present

regularization methods

Present

Publications

The Choice of Normalization Influences Shrinkage in Regularized Regression
Johan Larsson, Jonas Wallin
- Accepted by TMLR
- Readers: Everyone
The Choice of Normalization Influences Shrinkage in Regularized Regression
Johan Larsson, Jonas Wallin
- Submitted to ICML 2025
- Readers: Everyone
Hamiltonian Monte Carlo with categorical parameters using the Concrete distribution
Jakob Torgander, Måns Magnusson, Jonas Wallin
- AABI 2024
- Readers: Everyone
The Hessian Screening Rule
Johan Larsson, Jonas Wallin
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Efficient methods for Gaussian Markov random fields under sparse linear constraints
David Bolin, Jonas Wallin
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors