David A. Knowles
David A. Knowles
Columbia University & New York Genome Center
Verified email at columbia.edu - Homepage
TitleCited byYear
Mapping cis-and trans-regulatory effects across multiple tissues in twins
E Grundberg, KS Small, ÅK Hedman, AC Nica, A Buil, S Keildson, JT Bell, ...
Nature genetics 44 (10), 1084-1089, 2012
6532012
A community effort to assess and improve drug sensitivity prediction algorithms
JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ...
Nature biotechnology 32 (12), 1202, 2014
3792014
RNA splicing is a primary link between genetic variation and disease
YI Li, B Van De Geijn, A Raj, DA Knowles, AA Petti, D Golan, Y Gilad, ...
Science 352 (6285), 600-604, 2016
2652016
Global analysis of DNA methylation variation in adipose tissue from twins reveals links to disease-associated variants in distal regulatory elements
E Grundberg, E Meduri, JK Sandling, ÅK Hedman, S Keildson, A Buil, ...
The American Journal of Human Genetics 93 (5), 876-890, 2013
2612013
Distinct epigenomic features in end-stage failing human hearts
M Movassagh, MK Choy, DA Knowles, L Cordeddu, S Haider, T Down, ...
Circulation 124 (22), 2411-2422, 2011
1992011
Therapeutic reduction of ataxin-2 extends lifespan and reduces pathology in TDP-43 mice
LA Becker, B Huang, G Bieri, R Ma, DA Knowles, P Jafar-Nejad, ...
Nature 544 (7650), 367-371, 2017
1912017
Infer.NET 2.4
T Minka, J Winn, J Guiver, D Knowles
Microsoft Research Cambridge http://research.microsoft.com/infernet, 2010
185*2010
Gene expression changes with age in skin, adipose tissue, blood and brain
D Glass, A Viñuela, MN Davies, A Ramasamy, L Parts, D Knowles, ...
Genome biology 14 (7), R75, 2013
1672013
Infer.NET 2.5
T Minka, J Winn, J Guiver, D Knowles
Microsoft Research Cambridge http://research.microsoft.com/infernet, 2012
155*2012
Fixed-form variational posterior approximation through stochastic linear regression
T Salimans, DA Knowles
Bayesian Analysis 8 (4), 837-882, 2013
1472013
Batch effects and the effective design of single-cell gene expression studies
PY Tung, JD Blischak, CJ Hsiao, DA Knowles, JE Burnett, JK Pritchard, ...
Scientific reports 7, 39921, 2017
1372017
Infinite sparse factor analysis and infinite independent components analysis
D Knowles, Z Ghahramani
International Conference on Independent Component Analysis and Signal …, 2007
1352007
Nonparametric Bayesian sparse factor models with application to gene expression modeling
D Knowles, Z Ghahramani
The Annals of Applied Statistics 5 (2B), 1534-1552, 2011
1232011
An infinite latent attribute model for network data
K Palla, D Knowles, Z Ghahramani
Proceedings of the 30th International Conference on Machine Learning, 2012
1052012
Annotation-free quantification of RNA splicing using LeafCutter
YI Li, DA Knowles, J Humphrey, AN Barbeira, SP Dickinson, HK Im, ...
Nature genetics 50 (1), 151-158, 2018
1042018
Differential methylation of the TRPA1 promoter in pain sensitivity
JT Bell, AK Loomis, LM Butcher, F Gao, B Zhang, CL Hyde, J Sun, H Wu, ...
Nature communications 5 (1), 1-11, 2014
1042014
Gaussian Process Regression Networks
AG Wilson, DA Knowles, Z Ghahramani
Proceedings of the 29th International Conference on Machine Learning (ICML 2011), 2011
1002011
Non-conjugate Variational Message Passing for Multinomial and Binary Regression
DA Knowles, TP Minka
Advances in Neural Information Processing Systems, 2011
942011
No correlation between childhood maltreatment and telomere length
D Glass, L Parts, D Knowles, A Aviv, TD Spector
Biological psychiatry 68 (6), e21-e22, 2010
802010
Predicting splicing from primary sequence with deep learning
K Jaganathan, SK Panagiotopoulou, JF McRae, SF Darbandi, D Knowles, ...
Cell 176 (3), 535-548. e24, 2019
752019
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Articles 1–20