Concepedia

Michael U. Gutmann

MU

Statistics

Publications

36

Citations

4.3K

H-Index

23

Active since

1991

Affiliations

University of Helsinki(Current)

Helsinki Institute for Information Technology

University of Edinburgh

Aalto University

University of Oslo

Michael U. Gutmann is an author at University of Helsinki specializing in computing, statistical inference, and computer science.

ORCID

Publications per year

1991–2022

36

Publications

36

Noise-contrastive estimation: A new estimation principle for unnormalized statistical models

Michael U. Gutmann, Aapo Hyvärinen · Edinburgh Research Explorer (University of Edinburgh) · 2010 · 1.4K citations · Full text

, , +13

Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics

Michael U. Gutmann, Aapo Hyvärinen · Edinburgh Research Explorer (University of Edinburgh) · 2012 · 634 citations · Full text

, , +14

VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning

Akash Srivastava, Lazar Valkov, Chris Russell et al. · Edinburgh Research Explorer · 2017 · 300 citations · Full text

, , +8

VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning

Akash Srivastava, Lazar Valkov, Chris Russell et al. · arXiv (Cornell University) · 2017 · 276 citations · Full text

, , +8

Fundamentals and Recent Developments in Approximate Bayesian Computation

Jarno Lintusaari, Michael U. Gutmann, Ritabrata Dutta et al. · Systematic Biology · 2016 · 236 citations · Full text

, , +14

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