Daphne Koller

Cited by

	All	Since 2017
Citations	99561	37054
h-index	148	81
i10-index	304	231

8000

4000

2000

6000

1998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022298 373 414 540 777 1238 1642 2445 2830 3177 3493 3833 4289 4550 5159 5467 6245 6712 7258 7377 7506 7131 7499 7161 379

Public access

View all

46 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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
Sebastian ThrunStanfordVerified email at stanford.edu
Ben TaskarUniversity of WashingtonVerified email at cs.washington.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
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Ronald ParrProfessor of Computer Science, Duke UniversityVerified email at cs.duke.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.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
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Gal ElidanHebrew University / GoogleVerified email at huji.ac.il
Vladimir JojicCalicoVerified email at calicolabs.com
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
David VickreyResearch Scientist, Facebook Inc.Verified email at fb.com
Hugh Durrant-WhyteUniversity of SydneyVerified email at sydney.edu.au

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	8745	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	4837	2013
FastSLAM: A factored solution to the simultaneous localization and mapping problem M Montemerlo, S Thrun, D Koller, B Wegbreit Aaai/iaai 593598, 2002	3394	2002
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	3383	2015
Support vector machine active learning with applications to text classification S Tong, D Koller Journal of machine learning research 2 (Nov), 45-66, 2001	3288	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	2316	2003
Toward optimal feature selection D Koller, M Sahami Stanford InfoLab, 1996	2239	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	2089	2003
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1843	2007
Max-margin Markov networks B Roller, C Taskar, D Guestrin Advances in neural information processing systems 16, 25, 2004	1787	2004
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	1674	2005
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	1670	2012
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	1444	2003
Hierarchically classifying documents using very few words D Koller, M Sahami Stanford InfoLab, 1997	1403	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	1311	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	1299	2007
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1129	1999
Self-Paced Learning for Latent Variable Models. MP Kumar, B Packer, D Koller NIPS 1, 2, 2010	1023	2010
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	1012	2004
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	1008	2008

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 this author

Cited by

Co-authors