Lester Mackey
Lester Mackey
Microsoft Research
Verified email at microsoft.com - Homepage
TitleCited byYear
Deflation methods for sparse pca
L Mackey
Advances in neural information processing systems 21, 1017-1024, 2009
1992009
Divide-and-Conquer Matrix Factorization
L Mackey, A Talwalkar, MI Jordan
Arxiv preprint arXiv:1107.0789, 2011
1722011
Feature-weighted linear stacking
J Sill, G Takács, L Mackey, D Lin
arXiv preprint arXiv:0911.0460, 2009
1712009
Jet-images—deep learning edition
L de Oliveira, M Kagan, L Mackey, B Nachman, A Schwartzman
Journal of High Energy Physics 2016 (7), 69, 2016
1482016
Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression
R Küffner, N Zach, R Norel, J Hawe, D Schoenfeld, L Wang, G Li, L Fang, ...
Nature biotechnology 33 (1), 51, 2015
1172015
Joint link prediction and attribute inference using a social-attribute network
NZ Gong, A Talwalkar, L Mackey, L Huang, ECR Shin, E Stefanov, ER Shi, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (2), 27, 2014
1152014
Matrix concentration inequalities via the method of exchangeable pairs
L Mackey, MI Jordan, RY Chen, B Farrell, JA Tropp
The Annals of Probability 42 (3), 906-945, 2014
1032014
Participatory design with proxies: developing a desktop-PDA system to support people with aphasia
JL Boyd-Graber, SS Nikolova, KA Moffatt, KC Kin, JY Lee, LW Mackey, ...
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2006
992006
Corrupted sensing: Novel guarantees for separating structured signals
R Foygel, L Mackey
IEEE Transactions on Information Theory 60 (2), 1223-1247, 2014
852014
Jointly predicting links and inferring attributes using a social-attribute network (san)
NZ Gong, A Talwalkar, L Mackey, L Huang, ECR Shin, E Stefanov, ...
arXiv preprint arXiv:1112.3265, 2011
81*2011
On the consistency of ranking algorithms
J Duchi, L Mackey, M Jordan
International Conference on Machine Learning (ICML), 2010
782010
Measuring sample quality with Stein's method
J Gorham, L Mackey
Advances in Neural Information Processing Systems, 226-234, 2015
632015
Mixed membership matrix factorization
L Mackey, D Weiss, MI Jordan
Proc. ICML, 2010
612010
Combinatorial clustering and the beta negative binomial process
T Broderick, L Mackey, J Paisley, MI Jordan
IEEE transactions on pattern analysis and machine intelligence 37 (2), 290-306, 2014
592014
Fault-tolerant typed assembly language
F Perry, L Mackey, GA Reis, J Ligatti, DI August, D Walker
ACM SIGPLAN Notices 42 (6), 42-53, 2007
512007
Measuring sample quality with kernels. arXiv preprint
J Gorham, L Mackey
arXiv preprint arXiv:1703.01717, 2017
44*2017
Static typing for a faulty lambda calculus
D Walker, L Mackey, J Ligatti, GA Reis, DI August
ACM SIGPLAN Notices 41 (9), 38-49, 2006
362006
Measuring sample quality with diffusions
J Gorham, AB Duncan, SJ Vollmer, L Mackey
arXiv preprint arXiv:1611.06972, 2016
312016
Distributed low-rank subspace segmentation
A Talwalkar, L Mackey, Y Mu, SF Chang, MI Jordan
Proceedings of the IEEE International Conference on Computer Vision, 3543-3550, 2013
292013
Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets
JH Chen, MK Goldstein, SM Asch, L Mackey, RB Altman
Journal of the American Medical Informatics Association 24 (3), 472-480, 2017
242017
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