Daphne Koller

Cited by

	All	Since 2020
Citations	115940	33760
h-index	151	76
i10-index	304	197

8000

4000

2000

6000

1998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025305 344 425 547 766 1205 1633 2410 2771 3168 3374 3654 4098 4320 4973 5377 6078 6487 7014 7134 7338 7053 7481 7358 6689 6024 5706 502

Public access

View all

48 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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 The MIT Press, 2009	11635	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	8374	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	4842	2015
FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem M Montemerlo Proc. of AAAI02, 2002	3953	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	3933	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	2649	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2514	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	2298	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	2219	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	2214	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	2014	2008
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003	1815	2003
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010	1745	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	1681	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1470	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	1389	2007
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1200	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	1170	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	1167	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

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors