Research output per year
Research output per year
DR
Efficient statistical learning, statistical inference for complex models, unsupervised machine learning, natural image statistics, computational neuroscience, infectious disease epidemiology
PhD, The University of Tokyo
MSc, Swiss Federal Institute of Technology (ETH) Zurich
MSc, Ecole Centrale Paris
Michael Gutmann is a senior lecturer in machine learning in the Institute for Adaptive and Neural Computation at the School of Informatics. He previously worked at the Department of Mathematics and Statistics, and the Department of Computer Science at the University of Helsinki and Aalto University in Helsinki, Finland. He studied engineering and applied mathematics at the Swiss Federal Institute of Technology Zurich and the French engineering school Ecole Centrale Paris. He obtained his PhD in computational neuroscience from the University of Tokyo.
Research output: Working paper › Preprint
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Williams, C. (Principal Investigator), Gutmann, M. (Co-investigator), Lapata, M. (Co-investigator), Minervini, P. (Co-investigator) & N, S. (Co-investigator)
Engineering and Physical Sciences Research Council
1/02/24 → 31/01/29
Project: Research
Fitzgerald, R. (Principal Investigator), Gutmann, M. (Co-investigator) & Lynskey, N. (Co-investigator)
1/06/22 → 31/05/25
Project: Research
Fitzgerald, R. (Principal Investigator), Gutmann, M. (Co-investigator) & Lynskey, N. (Co-investigator)
1/06/22 → 31/05/25
Project: Research
Clohisey Hendry, S. (Creator), Chia, B. S. (Creator), Wang, B. (Creator), Cui, A. (Creator), Eisenhaure, T. (Creator), Schweitzer, L. D. (Creator), Hoover, P. (Creator), Nachshon, A. (Creator), Smith, N. (Creator), Regan, T. (Creator), Farr, D. (Creator), Gutmann, M. (Creator), Bukhari, S. I. (Creator), Law, A. (Creator), Sangesland, M. (Creator), Gat-Viks, I. (Creator), Digard, P. (Creator), Vasudevan, S. (Creator), Lingwood, D. (Creator), Dockrell, D. (Creator), Doench, J. G. (Creator), Baillie, K. (Creator), Hacohen, N. (Creator), Parkinson, N. J. (Creator) & Li, B. (Creator), Edinburgh DataShare, 14 Oct 2024
DOI: 10.7488/ds/7818
Dataset
Kobiela, M. (Creator), Oyarzún, D. A. (Creator) & Gutmann, M. U. (Creator), Zenodo, 21 Aug 2024
DOI: 10.5281/zenodo.13355081, https://zenodo.org/records/13355081
Dataset