Daphne Koller

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	All	Since 2015
Citations	89714	42210
h-index	143	88
i10-index	301	253

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Co-authors

Nir FriedmanProfessor of Computer Science and Life Sciences, 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 GouldAustralian National UniversityVerified email at anu.edu.au
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.edu
Carlos GuestrinAmazon Professor of Machine Learning, University of WashingtonVerified email at cs.washington.edu
Simon TongPrincipal Engineer, Google IncVerified email at google.com
Dragomir AnguelovPrincipal Scientist, WaymoVerified email at cs.stanford.edu
Geremy HeitzGoogle Inc.Verified email at google.com
Gal ElidanHebrew University / GoogleVerified email at huji.ac.il
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Hugh Durrant-WhyteUniversity of SydneyVerified email at sydney.edu.au
David VickreyResearch Scientist, Facebook Inc.Verified email at fb.com
Alexis BattleAssociate Professor, Biomedical Engineering, Johns Hopkins UniversityVerified email at cs.jhu.edu

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	7587	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	3624	2013
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3155	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	2885	2001
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans GTEx Consortium Science 348 (6235), 648-660, 2015	2714	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	2138	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2094	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	2019	2003
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1697	2007
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 25-32, 2003	1677	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	1420	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	1401	2005
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, 1151-1156, 2003	1347	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1320	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	1243	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	1100	2008
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1068	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	965	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	940	2008
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks N Friedman, D Koller Machine learning 50 (1-2), 95-125, 2003	919	2003

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