Estimating Periodicities in Symbolic Sequences Using Sparse Modeling. - Stefan Ingi Adalbjörnsson; Johan Sward; Jonas Wallin; Andreas Jakobsson (IEEE Trans. Signal Process., 2015)

BayesFlow: latent modeling of flow cytometry cell populations. - Kerstin Johnsson; Jonas Wallin; Magnus Fontes (BMC Bioinform., 2016)

Erratum to: BayesFlow: latent modeling of flow cytometry cell populations. - Kerstin Johnsson; Jonas Wallin; Magnus Fontes (BMC Bioinform., 2016)

Latent Gaussian random field mixture models. - David Bolin; Jonas Wallin; Finn Lindgren (Comput. Stat. Data Anal., 2019)

The Strong Screening Rule for SLOPE. - Johan Larsson 002; Malgorzata Bogdan; Jonas Wallin (NeurIPS, 2020)

Efficient methods for Gaussian Markov random fields under sparse linear constraints. - David Bolin; Jonas Wallin (NeurIPS, 2021)

The Hessian Screening Rule. - Johan Larsson 002; Jonas Wallin (NeurIPS, 2022)

Coordinate Descent for SLOPE. - Johan Larsson 002; Quentin Klopfenstein; Mathurin Massias; Jonas Wallin (AISTATS, 2023)

Uncovering temperature sensitivity of West Nile virus transmission: Novel computational approaches to mosquito-pathogen trait responses. - Julian Heidecke; Jonas Wallin; Peter Fransson; Pratik Singh; Henrik Sjödin; Pascale Claire Stiles; Marina Treskova; Joacim Röcklov (PLoS Comput. Biol., 2025)

The Choice of Normalization Influences Shrinkage in Regularized Regression. - Johan Larsson 002; Jonas Wallin (CoRR, 2025)