Daphne Koller
Daphne Koller
CEO and Founder, insitro
Verified email at insitro.com
Title
Cited by
Cited by
Year
Probabilistic graphical models: principles and techniques
D Koller, N Friedman
MIT press, 2009
71822009
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
32202013
FastSLAM: A factored solution to the simultaneous localization and mapping problem
M Montemerlo, S Thrun, D Koller, B Wegbreit
Aaai/iaai 593598, 2002
30702002
Support vector machine active learning with applications to text classification
S Tong, D Koller
Journal of machine learning research 2 (Nov), 45-66, 2001
27862001
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
GTEx Consortium
Science 348 (6235), 648-660, 2015
25362015
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
20952003
Toward optimal feature selection
D Koller, M Sahami
Stanford InfoLab, 1996
20521996
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
19932003
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
16672007
Max-margin Markov networks
B Taskar, C Guestrin, D Koller
Advances in neural information processing systems, 25-32, 2004
16372004
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
13502012
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, 1151-1156, 2003
13252003
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
13122005
Hierarchically classifying documents using very few words
D Koller, M Sahami
Stanford InfoLab, 1997
13101997
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
12212007
Learning probabilistic relational models
N Friedman, L Getoor, D Koller, A Pfeffer
IJCAI 99, 1300-1309, 1999
10471999
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
10382008
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
9492004
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
9232008
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks
N Friedman, D Koller
Machine learning 50 (1-2), 95-125, 2003
9072003
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Articles 1–20