Publications (22)
Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences
Zhou Fan, Lester Mackey
Measuring Sample Quality with Diffusions
Jackson Gorham, Andrew B. Duncan, Sebastian J. Vollmer +1
Jet-Images -- Deep Learning Edition
Luke de Oliveira, Michael Kagan, Lester Mackey +2
Jointly Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)
Neil Zhenqiang Gong, Ameet Talwalkar, Lester Mackey +6
Multivariate Stein Factors for a Class of Strongly Log-concave Distributions
Lester Mackey, Jackson Gorham
Distributed Matrix Completion and Robust Factorization
Lester Mackey, Ameet Talwalkar, Michael I. Jordan
Combinatorial clustering and the beta negative binomial process
Tamara Broderick, Lester Mackey, John Paisley +1
Improving Gibbs Sampler Scan Quality with DoGS
Ioannis Mitliagkas, Lester Mackey
Fuzzy Jets
Lester Mackey, Benjamin Nachman, Ariel Schwartzman +1
Deriving Matrix Concentration Inequalities from Kernel Couplings
Daniel Paulin, Lester Mackey, Joel A. Tropp
Stein Points
Wilson Ye Chen, Lester Mackey, Jackson Gorham +2
Matrix concentration inequalities via the method of exchangeable pairs
Lester Mackey, Michael I. Jordan, Richard Y. Chen +2
Improving Subseasonal Forecasting in the Western U.S. with Machine Learning
Jessica Hwang, Paulo Orenstein, Judah Cohen +2
Measuring Sample Quality with Stein's Method
Jackson Gorham, Lester Mackey
The asymptotics of ranking algorithms
John C. Duchi, Lester Mackey, Michael I. Jordan
Corrupted Sensing: Novel Guarantees for Separating Structured Signals
Rina Foygel, Lester Mackey
Distributed Low-rank Subspace Segmentation
Ameet Talwalkar, Lester Mackey, Yadong Mu +2
Orthogonal Machine Learning: Power and Limitations
Lester Mackey, Vasilis Syrgkanis, Ilias Zadik
Efron-Stein Inequalities for Random Matrices
Daniel Paulin, Lester Mackey, Joel A. Tropp
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge
Lester Mackey, Jordan Bryan, Man Yue Mo
Feature-Weighted Linear Stacking
Joseph Sill, Gabor Takacs, Lester Mackey +1
Expert identification of visual primitives used by CNNs during mammogram classification
Jimmy Wu, Diondra Peck, Scott Hsieh +6