Michael U. Gutmann

Citado por

	Total	Desde 2019
Citas	7446	6186
Índice h	30	28
Índice i10	50	43

1400

700

350

1050

201220132014201520162017201820192020202120222023202425 45 78 98 196 272 447 559 862 1111 1253 1356 1042

Acceso público

Ver todo

37 artículos

0 artículos

disponibles

no disponibles

Basado en requisitos de financiación

Coautores

Aapo HyvarinenUniversity of HelsinkiDirección de correo verificada de helsinki.fi
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiDirección de correo verificada de medisin.uio.no
Samuel KaskiProfessor, Aalto University and University of ManchesterDirección de correo verificada de aalto.fi
Akash SrivastavaMIT, IBM Research, University of EdinburghDirección de correo verificada de mit.edu
Jarno LintusaariAalto UniversityDirección de correo verificada de aalto.fi
Aki VehtariProfessor, Aalto UniversityDirección de correo verificada de aalto.fi
Charles SuttonGoogle, University of EdinburghDirección de correo verificada de inf.ed.ac.uk
Steven KleinegesseLead Research Scientist in Machine Learning, causaLensDirección de correo verificada de causalens.com
William HanageHarvard T H Chan School of Public HealthDirección de correo verificada de hsph.harvard.edu
Ben RhodesPhD student, University of EdinburghDirección de correo verificada de ed.ac.uk
Kenneth BaillieProfessor of Experimental Medicine, University of EdinburghDirección de correo verificada de ed.ac.uk
Kai XuResearch Scientist, MIT-IBM Watson AI LabDirección de correo verificada de mit.edu
Marc LipsitchDepartment of Epidemiology, Harvard School of Public HealthDirección de correo verificada de hsph.harvard.edu
Brian J ArnoldPrinceton UniversityDirección de correo verificada de princeton.edu
John QuinnGoogle Research, Sunbird AI, Makerere UniversityDirección de correo verificada de cit.ac.ug
Nick CroucherImperial CollegeDirección de correo verificada de imperial.ac.uk
Kartic SubrUniversity of EdinburghDirección de correo verificada de ed.ac.uk
Subramanian RamamoorthyProfessor of Robot Learning and Autonomy, School of Informatics, University of EdinburghDirección de correo verificada de ed.ac.uk
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoDirección de correo verificada de k.u-tokyo.ac.jp
Song LiuAssociate Professor, University of Bristol, UKDirección de correo verificada de bristol.ac.uk

Seguir

Michael U. Gutmann

University of Edinburgh

Dirección de correo verificada de ed.ac.uk - Página principal

Machine Learning Bayesian Computation Computational Biology


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models M Gutmann, A Hyvärinen Proceedings of the thirteenth international conference on artificial …, 2010	2717	2010
Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics. MU Gutmann, A Hyvärinen Journal of machine learning research 13 (2), 2012	937	2012
Veegan: Reducing mode collapse in gans using implicit variational learning A Srivastava, L Valkov, C Russell, MU Gutmann, C Sutton Advances in neural information processing systems 30, 2017	810	2017
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models MU Gutmann, J Corander Journal of Machine Learning Research 17, 1-47, 2016	345	2016
Fundamentals and recent developments in approximate Bayesian computation J Lintusaari, MU Gutmann, R Dutta, S Kaski, J Corander Systematic biology 66 (1), e66-e82, 2017	301	2017
Genome-wide CRISPR screen identifies host dependency factors for influenza A virus infection B Li, SM Clohisey, BS Chia, B Wang, A Cui, T Eisenhaure, LD Schweitzer, ... Nature communications 11 (1), 164, 2020	182	2020
Likelihood-free inference by ratio estimation O Thomas, R Dutta, J Corander, S Kaski, MU Gutmann Bayesian Analysis 17 (1), 1-31, 2022	166*	2022
Likelihood-free inference via classification MU Gutmann, R Dutta, S Kaski, J Corander Statistics and Computing 28, 411-425, 2018	152*	2018
Frequency-dependent selection in vaccine-associated pneumococcal population dynamics J Corander, C Fraser, MU Gutmann, B Arnold, WP Hanage, SD Bentley, ... Nature ecology & evolution 1 (12), 1950-1960, 2017	139	2017
Bayesian inference of atomistic structure in functional materials M Todorović, MU Gutmann, J Corander, P Rinke Npj computational materials 5 (1), 35, 2019	123	2019
Telescoping density-ratio estimation B Rhodes, K Xu, MU Gutmann Advances in neural information processing systems 33, 4905-4916, 2020	100	2020
Elfi: Engine for likelihood-free inference J Lintusaari, H Vuollekoski, A Kangasrääsiö, K Skytén, M Järvenpää, ... Journal of Machine Learning Research 19 (16), 1-7, 2018	94	2018
Bregman divergence as general framework to estimate unnormalized statistical models M Gutmann, J Hirayama arXiv preprint arXiv:1202.3727, 2012	86	2012
Bayesian experimental design for implicit models by mutual information neural estimation S Kleinegesse, MU Gutmann International conference on machine learning, 5316-5326, 2020	80	2020
Efficient acquisition rules for model-based approximate Bayesian computation M Järvenpää, MU Gutmann, A Pleska, A Vehtari, P Marttinen	80	2019
Neural approximate sufficient statistics for implicit models Y Chen, D Zhang, M Gutmann, A Courville, Z Zhu arXiv preprint arXiv:2010.10079, 2020	61	2020
Efficient Bayesian experimental design for implicit models S Kleinegesse, MU Gutmann The 22nd International Conference on Artificial Intelligence and Statistics …, 2019	59	2019
Weak epistasis may drive adaptation in recombining bacteria BJ Arnold, MU Gutmann, YH Grad, SK Sheppard, J Corander, M Lipsitch, ... Genetics 208 (3), 1247-1260, 2018	56	2018
Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2 A Hyvärinen, M Gutmann, PO Hoyer BMC neuroscience 6, 1-12, 2005	55	2005
Conditional noise-contrastive estimation of unnormalised models C Ceylan, MU Gutmann International Conference on Machine Learning, 726-734, 2018	53	2018

El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.

Artículos 1–20

Citas por año

Citas duplicadas

Citas combinadas

Añadir coautoresCoautores

Seguir

Citado por

Coautores