Daphne Koller

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Nir FriedmanProfessor of Computer Science and Medicine, Hebrew UniversityVerifierad e-postadress på mail.huji.ac.il
Eran SegalProfessor of Computer Science, Weizmann Institute of ScienceVerifierad e-postadress på weizmann.ac.il
Ben TaskarUniversity of WashingtonVerifierad e-postadress på cs.washington.edu
Avi PfefferVerifierad e-postadress på cra.com
Andrew NgStanford UniversityVerifierad e-postadress på cs.stanford.edu
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzVerifierad e-postadress på ucsc.edu
Stephen GouldProfessor at Australian National UniversityVerifierad e-postadress på anu.edu.au
Joseph HalpernProfessor of Computer Science, Cornell UniversityVerifierad e-postadress på cs.cornell.edu
Simon TongPrincipal Engineer, Google IncVerifierad e-postadress på google.com
Ronald ParrProfessor of Computer Science, Duke UniversityVerifierad e-postadress på cs.duke.edu
Dragomir AnguelovVP and Head of Research, WaymoVerifierad e-postadress på cs.stanford.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerifierad e-postadress på cs.berkeley.edu
Carlos GuestrinProfessor, Stanford UniversityVerifierad e-postadress på stanford.edu
Ben PackerGoogleVerifierad e-postadress på google.com
M. Pawan KumarGoogle DeepMindVerifierad e-postadress på deepmind.com
Gal ElidanHebrew University / GoogleVerifierad e-postadress på huji.ac.il
Geremy HeitzGoogle Inc.Verifierad e-postadress på google.com
Alexis BattleProfessor, Biomedical Engineering, CS, Genetic Medicine at JHUVerifierad e-postadress på jhu.edu
Vladimir JojicKymeral LLCVerifierad e-postadress på kymeral.com
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerifierad e-postadress på cs.stanford.edu

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Daphne Koller

CEO and Founder, insitro

Verifierad e-postadress på insitro.com

machine learning computational biology computer vision artificial intelligence


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Probabilistic Graphical Models: Principles and Techniques D Koller The MIT Press, 2009	11606	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	8333	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	4829	2015
FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem M Montemerlo Proc. of AAAI02, 2002	3946	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	3931	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	2644	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2510	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	2296	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	2217	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	2199	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	2004	2008
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1813	2003
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1736	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	1678	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1469	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	1390	2007
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1198	1999
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks N Friedman, D Koller Machine learning 50, 95-125, 2003	1168	2003
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	1165	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	1084	2004

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