Lester Mackey
Lester Mackey
Microsoft Research
Verified email at microsoft.com - Homepage
Cited by
Cited by
Jet-images—deep learning edition
L de Oliveira, M Kagan, L Mackey, B Nachman, A Schwartzman
Journal of High Energy Physics 2016 (7), 1-32, 2016
Deflation methods for sparse pca
L Mackey
Advances in neural information processing systems 21, 1017-1024, 2009
Feature-weighted linear stacking
J Sill, G Takács, L Mackey, D Lin
arXiv preprint arXiv:0911.0460, 2009
Divide-and-Conquer Matrix Factorization
L Mackey, A Talwalkar, MI Jordan
Arxiv preprint arXiv:1107.0789, 2011
Joint link prediction and attribute inference using a social-attribute network
NZ Gong, A Talwalkar, L Mackey, L Huang, ECR Shin, E Stefanov, E Shi, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (2), 1-20, 2014
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), 51-57, 2015
Measuring sample quality with Stein's method
J Gorham
Stanford University, 2017
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
Measuring sample quality with kernels. arXiv preprint
J Gorham, L Mackey
arXiv preprint arXiv:1703.01717, 2017
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
On the consistency of ranking algorithms
J Duchi, L Mackey, M Jordan
International Conference on Machine Learning (ICML), 2010
Corrupted sensing: Novel guarantees for separating structured signals
R Foygel, L Mackey
IEEE Transactions on Information Theory 60 (2), 1223-1247, 2014
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
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
Measuring sample quality with diffusions
J Gorham, AB Duncan, SJ Vollmer, L Mackey
arXiv preprint arXiv:1611.06972, 2016
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
Mixed membership matrix factorization
L Mackey, D Weiss, MI Jordan
Proc. ICML, 2010
Stein points
WY Chen, L Mackey, J Gorham, FX Briol, C Oates
International Conference on Machine Learning, 844-853, 2018
Global non-convex optimization with discretized diffusions
MA Erdogdu, L Mackey, O Shamir
arXiv preprint arXiv:1810.12361, 2018
Fault-tolerant typed assembly language
F Perry, L Mackey, GA Reis, J Ligatti, DI August, D Walker
Proceedings of the 28th ACM SIGPLAN Conference on Programming Language …, 2007
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