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
Stuart RussellProfessor of Computer Science, University of California, BerkeleyAdresse e-mail validée de cs.berkeley.edu
Ronald ParrProfessor of Computer Science, Duke UniversityAdresse e-mail validée de cs.duke.edu
Simon TongPrincipal Engineer, Google IncAdresse e-mail validée de google.com
Carlos GuestrinProfessor, Stanford UniversityAdresse e-mail validée de stanford.edu
Dragomir AnguelovDistinguished Researcher, WaymoAdresse e-mail validée de cs.stanford.edu
Geremy HeitzGoogle Inc.Adresse e-mail validée de google.com
Gal ElidanHebrew University / GoogleAdresse e-mail validée de huji.ac.il
Vladimir JojicCalicoAdresse e-mail validée de calicolabs.com
Pieter AbbeelUC Berkeley | Covariant.AIAdresse e-mail validée de cs.berkeley.edu
Alexis BattleAssociate Professor, Biomedical Engineering, Johns Hopkins UniversityAdresse e-mail validée de cs.jhu.edu
Mehran SahamiProfessor of Computer Science, Stanford UniversityAdresse e-mail validée de cs.stanford.edu
M. Pawan KumarDeepMindAdresse e-mail validée de deepmind.com

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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	9192	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	5645	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	3827	2015
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3528	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	3396	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	2388	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2313	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	2111	2003
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1895	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	1809	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	1772	2005
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1740	2003
Learning probabilistic relational models L Getoor, N Friedman, D Koller, A Pfeffer Relational data mining, 307-335, 2001	1612*	2001
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	1505	2003
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	1470	2008
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1394	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	1316	2007
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1175	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	1060	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	1026	2003

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