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
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Avi PfefferVerified email at cra.com
Andrew NgStanford UniversityVerified email at cs.stanford.edu
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzVerified email at ucsc.edu
Stephen GouldProfessor at Australian National UniversityVerified email at anu.edu.au
Joseph HalpernProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Simon TongPrincipal Engineer, Google IncVerified email at google.com
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Dragomir AnguelovVP and Head of Research, WaymoVerified email at cs.stanford.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.edu
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Ben PackerGoogleVerified email at google.com
M. Pawan KumarGoogle DeepMindVerified email at deepmind.com
Gal ElidanHebrew University / GoogleVerified email at huji.ac.il
Geremy HeitzGoogle Inc.Verified email at google.com
Alexis BattleProfessor, Biomedical Engineering, CS, Genetic Medicine at JHUVerified email at jhu.edu
Vladimir JojicKymeral LLCVerified email at kymeral.com
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.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	11274	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	7979	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	4719	2015
FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem M Montemerlo Proc. of AAAI02, 2002	3893	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	3867	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	2612	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2492	1996
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	2234	2005
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	2208	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	2158	2012
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	1938	2008
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1808	2003
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1669	2010
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	1657	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1456	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	1381	2007
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1190	1999
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	1153	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	1148	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	1077	2004

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