Daphne Koller

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Nir FriedmanProfessor of Computer Science and Medicine, Hebrew UniversityVerified email at mail.huji.ac.il
Eran SegalProfessor of Computer Science, Weizmann Institute of ScienceVerified email at weizmann.ac.il
Sebastian ThrunStanfordVerified email at stanford.edu
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Andrew NgStanford UniversityVerified email at cs.stanford.edu
Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Joseph HalpernProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.edu
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Simon TongPrincipal Engineer, Google IncVerified email at google.com
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Dragomir AnguelovDistinguished Researcher, WaymoVerified email at cs.stanford.edu
Geremy HeitzGoogle Inc.Verified email at google.com
Gal ElidanHebrew University / GoogleVerified email at huji.ac.il
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Vladimir JojicCalicoVerified email at calicolabs.com
Alexis BattleAssociate Professor, Biomedical Engineering, CS, Genetic Medicine at JHUVerified email at jhu.edu
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
M. Pawan KumarDeepMindVerified email at deepmind.com

Daphne Koller

CEO and Founder, insitro

Verified email at insitro.com

machine learning computational biology computer vision artificial intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Probabilistic graphical models: principles and techniques D Koller, N Friedman MIT press, 2009	9678	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	6183	2013
The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans GTEx Consortium, KG Ardlie, DS Deluca, AV Segrè, TJ Sullivan, ... Science 348 (6235), 648-660, 2015	3997	2015
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3600	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	3524	2001
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	2445	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2361	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	2128	2003
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	1879	2012
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	1858	2005
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1720	2003
Learning probabilistic relational models L Getoor, N Friedman, D Koller, A Pfeffer Relational data mining, 307-335, 2001	1621*	2001
The Immunological Genome Project: networks of gene expression in immune cells TSP Heng, MW Painter, the Immunological Genome Project Consortium, ... Nature immunology 9 (10), 1091-1094, 2008	1573	2008
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 (2003), 1151-1156, 2003	1530	2003
Hierarchically classifying documents using very few words D Koller, M Sahami ICML 97, 170-178, 1997	1402	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	1335	2007
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1287	2010
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	1078	2008
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks N Friedman, D Koller Machine learning 50, 95-125, 2003	1052	2003
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	1033	2004

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