Jonas Wallin

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2026
Mark Unveiling low-dimensional patterns induced by convex non-differentiable regularizers
Hejný, Ivan ^LU ; Wallin, Jonas ^LU ; Bogdan, Małgorzata ^LU and Kos, Michał ^LU (2026) In Annals of the Institute of Statistical Mathematics 78(3). p.479-514
- Contribution to journal › Article
Mark Markov properties of Gaussian random fields on compact metric graphs
Bolin, Dav Id ^LU ; Simas, Alexandre B. ^LU and Wallin, Jonas ^LU (2026) In Bernoulli 32(1). p.153-178
- Contribution to journal › Article
Mark Degradation graphs reveal hidden proteolytic activity in peptidomes
Hartman, Erik ^LU ; Malmström, Johan ^LU and Wallin, Jonas ^LU (2026) In PLoS Computational Biology 22(2). p.1-21
- Contribution to journal › Article
Mark An explicit link between graphical models and Gaussian Markov random fields on metric graphs
Bolin, David ^LU ; Simas, Alexandre B. ^LU and Wallin, Jonas ^LU (2026) In Stochastic Processes and their Applications 196.
- Contribution to journal › Article
Mark Spatial self-confounding : smoothness-related estimation bias in spatial regression models
Bolin, David ^LU and Wallin, Jonas ^LU (2026) In Biometrika 113(1).
- Contribution to journal › Article
Mark Projecting tick-borne encephalitis risk in Sweden under climate change scenarios : a high-resolution spatio-temporal modeling approach
Sewe, Maquins Odhiambo ; Wallin, Jonas ^LU ; Rocklöv, Joacim ; Wang, Shiyu ; Koenigk, Torben and Semenza, Jan C. (2026) In Environmental Health: A Global Access Science Source 25(1).
- Contribution to journal › Article
2025
Mark A climate and population dependent diffusion model forecasts the spread of Aedes Albopictus mosquitoes in Europe
Barman, Sandra ^LU ; Semenza, Jan C. ; Singh, Pratik ; Sjödin, Henrik ; Rocklöv, Joacim and Wallin, Jonas ^LU (2025) In Communications Earth and Environment 6(1).
- Contribution to journal › Article
Mark Uncovering temperature sensitivity of West Nile virus transmission : Novel computational approaches to mosquito-pathogen trait responses
Heidecke, Julian ; Wallin, Jonas ^LU ; Fransson, Peter ; Singh, Pratik ; Sjödin, Henrik ^LU ; Stiles, Pascale Claire ; Treskova, Marina and Rocklöv, Joacim (2025) In PLoS Computational Biology 21(3).
- Contribution to journal › Article
Mark An explainable covariate compartmental model for predicting the spatio-temporal patterns of dengue in Sri Lanka
Liu, Yichao ; Fransson, Peter ; Heidecke, Julian ; Liyanage, Prasad ; Wallin, Jonas ^LU and Rocklöv, Joacim (2025) In PLoS Computational Biology 21(9).
- Contribution to journal › Article
Mark The Choice of Normalization Influences Shrinkage in Regularized Regression
Larsson, Johan ^LU and Wallin, Jonas ^LU (2025) In Transactions on Machine Learning Research 2025-November.
- Contribution to journal › Article

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