Lester Mackey
Lester Mackey
Microsoft Research
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
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
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
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
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
Measuring sample quality with kernels. arXiv preprint
J Gorham, L Mackey
arXiv preprint arXiv:1703.01717, 2017
Measuring sample quality with Stein's method
J Gorham, L Mackey
Advances in neural information processing systems 28, 2015
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
Matrix concentration inequalities via the method of exchangeable pairs
L Mackey, MI Jordan, RY Chen, B Farrell, JA Tropp
The Annals of Probability, 906-945, 2014
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
Measuring sample quality with diffusions
J Gorham, AB Duncan, SJ Vollmer, L Mackey
arXiv preprint arXiv:1611.06972, 2016
Global non-convex optimization with discretized diffusions
MA Erdogdu, L Mackey, O Shamir
Advances in Neural Information Processing Systems 31, 2018
Corrupted sensing: Novel guarantees for separating structured signals
R Foygel, L Mackey
IEEE Transactions on Information Theory 60 (2), 1223-1247, 2014
On the consistency of ranking algorithms
J Duchi, L Mackey, M Jordan
International Conference on Machine Learning (ICML), 2010
Stein points
WY Chen, L Mackey, J Gorham, FX Briol, C Oates
International Conference on Machine Learning, 844-853, 2018
Minimax estimation of conditional moment models
N Dikkala, G Lewis, L Mackey, V Syrgkanis
Advances in Neural Information Processing Systems 33, 12248-12262, 2020
S2S reboot: An argument for greater inclusion of machine learning in subseasonal to seasonal forecasts
J Cohen, D Coumou, J Hwang, L Mackey, P Orenstein, S Totz, ...
Wiley Interdisciplinary Reviews: Climate Change 10 (2), e00567, 2019
Minimum stein discrepancy estimators
A Barp, FX Briol, A Duncan, M Girolami, L Mackey
Advances in Neural Information Processing Systems 32, 2019
Improving subseasonal forecasting in the western US with machine learning
J Hwang, P Orenstein, J Cohen, K Pfeiffer, L Mackey
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
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