Daphne Koller

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Nir FriedmanProfessor of Computer Science and Life Sciences, Hebrew UniversityAdresse e-mail validée de mail.huji.ac.il
Eran SegalProfessor of Computer Science, Weizmann Institute of ScienceAdresse e-mail validée de weizmann.ac.il
Sebastian ThrunStanfordAdresse e-mail validée de stanford.edu
Ben TaskarUniversity of WashingtonAdresse e-mail validée de cs.washington.edu
Andrew NgStanford UniversityAdresse e-mail validée de cs.stanford.edu
Lise GetoorProfessor of Computer Science, University of California, Santa CruzAdresse e-mail validée de ucsc.edu
Joseph HalpernProfessor of Computer Science, Cornell UniversityAdresse e-mail validée de cs.cornell.edu
Stephen GouldProfessor at Australian National University | Scholar at AmazonAdresse e-mail validée de anu.edu.au
Ronald ParrProfessor of Computer Science, Duke UniversityAdresse e-mail validée de cs.duke.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyAdresse e-mail validée de cs.berkeley.edu
Simon TongPrincipal Engineer, Google IncAdresse e-mail validée de google.com
Dragomir AnguelovDistinguished Researcher, WaymoAdresse e-mail validée de cs.stanford.edu
Carlos GuestrinAmazon Professor of Machine Learning, University of WashingtonAdresse e-mail validée de cs.washington.edu
Geremy HeitzGoogle Inc.Adresse e-mail validée de google.com
Mehran SahamiProfessor of Computer Science, Stanford UniversityAdresse e-mail validée de cs.stanford.edu
Gal ElidanHebrew University / GoogleAdresse e-mail validée de huji.ac.il
Pieter AbbeelUC Berkeley | Covariant.AIAdresse e-mail validée de cs.berkeley.edu
Hugh Durrant-WhyteUniversity of SydneyAdresse e-mail validée de sydney.edu.au
David VickreyResearch Scientist, Facebook Inc.Adresse e-mail validée de fb.com
M. Pawan KumarUniversity of Oxford; DeepMindAdresse e-mail validée de robots.ox.ac.uk

Daphne Koller

CEO and Founder, insitro

Adresse e-mail validée de insitro.com

machine learning computational biology computer vision artificial intelligence


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Probabilistic graphical models: principles and techniques D Koller, N Friedman MIT press, 2009	8145	2009
The genotype-tissue expression (GTEx) project J Lonsdale, J Thomas, M Salvatore, R Phillips, E Lo, S Shad, R Hasz, ... Nature genetics 45 (6), 580-585, 2013	4177	2013
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3301	2002
Support vector machine active learning with applications to text classification S Tong, D Koller Journal of machine learning research 2 (Nov), 45-66, 2001	3101	2001
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans GTEx Consortium Science 348 (6235), 648-660, 2015	3061	2015
A gene-coexpression network for global discovery of conserved genetic modules JM Stuart, E Segal, D Koller, SK Kim science 302 (5643), 249-255, 2003	2219	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2170	1996
Module networks: identifying regulatory modules and their condition-specific regulators from gene expression data E Segal, M Shapira, A Regev, D Pe'er, D Botstein, D Koller, N Friedman Nature genetics 34 (2), 166-176, 2003	2053	2003
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1770	2007
Max-margin Markov networks BTCGD Koller Advances in neural information processing systems 16, 25, 2004	1747	2004
Scape: shape completion and animation of people D Anguelov, P Srinivasan, D Koller, S Thrun, J Rodgers, J Davis ACM SIGGRAPH 2005 Papers, 408-416, 2005	1558	2005
Gene-expression profiles and transcriptional regulatory pathways that underlie the identity and diversity of mouse tissue macrophages EL Gautier, T Shay, J Miller, M Greter, C Jakubzick, S Ivanov, J Helft, ... Nature immunology 13 (11), 1118-1128, 2012	1532	2012
FastSLAM 2.0: An improved particle filtering algorithm for simultaneous localization and mapping that provably converges M Montemerlo, S Thrun, D Koller, B Wegbreit IJCAI 3, 1151-1156, 2003	1399	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1366	1997
Population genomics of human gene expression BE Stranger, AC Nica, MS Forrest, A Dimas, CP Bird, C Beazley, CE Ingle, ... Nature genetics 39 (10), 1217-1224, 2007	1269	2007
The Immunological Genome Project: networks of gene expression in immune cells TSP Heng, MW Painter, K Elpek, V Lukacs-Kornek, N Mauermann, ... Nature immunology 9 (10), 1091-1094, 2008	1243	2008
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1105	1999
Simultaneous localization and mapping with sparse extended information filters S Thrun, Y Liu, D Koller, AY Ng, Z Ghahramani, H Durrant-Whyte The international journal of robotics research 23 (7-8), 693-716, 2004	988	2004
The chemical genomic portrait of yeast: uncovering a phenotype for all genes ME Hillenmeyer, E Fung, J Wildenhain, SE Pierce, S Hoon, W Lee, ... Science 320 (5874), 362-365, 2008	972	2008
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks N Friedman, D Koller Machine learning 50 (1), 95-125, 2003	961	2003

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