Daphne Koller

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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
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Sebastian ThrunStanfordVerified email at stanford.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
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Simon TongPrincipal Engineer, Google IncVerified email at google.com
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
Vladimir JojicCalicoVerified email at calicolabs.com
Alexis BattleAssociate Professor, Biomedical Engineering, Johns Hopkins UniversityVerified email at cs.jhu.edu
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
David VickreyResearch Scientist, Facebook Inc.Verified email at fb.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	8960	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	5261	2013
The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans GTEx Consortium Science 348 (6235), 648-660, 2015	3596	2015
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3493	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	3309	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	2363	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2295	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	2104	2003
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1876	2007
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	1751	2012
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1744	2003
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	1731	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 3, 1151-1156, 2003	1476	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1398	1997
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	1379	2008
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	1315	2007
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1145	1999
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1100	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, 2008	1040	2008
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	1022	2004

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