Research output per year
Research output per year
Personal profile
Research
My research focuses on sparse generalized linear models, including computational and algorithmic methods with which they can be sped up.
Teaching
I primarily teach an online course in data visualization, STAE04: Data Visualisation. I'm also a teaching assistant for some of the bachelor-level courses at the department.
UKÄ subject classification
- Probability Theory and Statistics
Free keywords
- Statistics
- Statistical Analysis
- Machine Learning
- Optimisation
- Statistical Machine Learning
Fingerprint
Dive into the research topics where Johan Larsson is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Coordinate Descent for SLOPE
Larsson, J., Klopfenstein, Q., Massias, M. & Wallin, J., 2023, Proceedings of the 26th international conference on artificial intelligence and statistics. Ruiz, F., Dy, J. & van de Meent, J-W. (eds.). Vol. 206. p. 4802-4821 20 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Moreau, T., Massias, M., Gramfort, A., Ablin, P., Bannier, P. A., Charlier, B., Dagréou, M., la Tour, T. D., Durif, G., Dantas, C. F., Klopfenstein, Q., Larsson, J., Lai, E., Lefort, T., Malézieux, B., Moufad, B., Nguyen, B. T., Rakotomamonjy, A., Ramzi, Z., Salmon, J., & 1 others, 2022 Dec 6, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Curran Associates, Inc, p. 25404-25421 (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Exercise therapy for whiplash-associated disorders: A systematic review and meta-analysis
Chrcanovic, B., Larsson, J., Malmström, E. M., Westergren, H. & Häggman-Henrikson, B., 2022, In: Scandinavian Journal of Pain. 22, 2, p. 232-261 0064.Research output: Contribution to journal › Review article › peer-review
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The Hessian Screening Rule
Larsson, J. & Wallin, J., 2022 Dec 6, Advances in Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Curran Associates, Inc, Vol. 35. p. 25404-25421 (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Predicting the Redshift of γ-Ray-loud AGNs Using Supervised Machine Learning
Dainotti, M. G., Bogdan, M., Narendra, A., Gibson, S. J., Miasojedow, B., Liodakis, I., Pollo, A., Nelson, T., Wozniak, K., Nguyen, Z. & Larsson, J., 2021 Oct 20, In: Astrophysical Journal. 920, 2, 118.Research output: Contribution to journal › Article › peer-review