Daphne Koller
Daphne Koller
CEO and Founder, insitro
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Probabilistic graphical models: principles and techniques
D Koller, N Friedman
MIT press, 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
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
FastSLAM: A factored solution to the simultaneous localization and mapping problem
M Montemerlo, S Thrun, D Koller, B Wegbreit
Aaai/iaai 593598, 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
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
Toward optimal feature selection
D Koller, M Sahami
Stanford InfoLab, 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
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 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
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
Max-margin Markov networks
B Taskar, C Guestrin, D Koller
Advances in neural information processing systems 16, 2003
Learning probabilistic relational models
L Getoor, N Friedman, D Koller, A Pfeffer
Relational data mining, 307-335, 2001
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
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
Hierarchically classifying documents using very few words
D Koller, M Sahami
Stanford InfoLab, 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
Self-paced learning for latent variable models
M Kumar, B Packer, D Koller
Advances in neural information processing systems 23, 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
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
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