papers
Publications (10)
math.ST2017
Minimax Optimal Procedures for Locally Private Estimation
John Duchi, Martin Wainwright, Michael Jordan
stat.ML2013
Comunication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, John C. Duchi, Martin Wainwright
cs.DC2013
Non-Asymptotic Analysis of an Optimal Algorithm for Network-Constrained Averaging with Noisy Links
Nima Noorshams, Martin Wainwright
cs.LG2012
A New Class of Upper Bounds on the Log Partition Function
Martin Wainwright, Tommi S. Jaakkola, Alan Willsky
stat.ME2016
A Practical Scheme and Fast Algorithm to Tune the Lasso With Optimality Guarantees
Michaël Chichignoud, Johannes Lederer, Martin Wainwright
cs.AI2012
On the optimality of tree-reweighted max-product message-passing
Vladimir Kolmogorov, Martin Wainwright
astro-ph.IM2012
Using Machine Learning for Discovery in Synoptic Survey Imaging
Henrik Brink, Joseph W. Richards, Dovi Poznanski +4
stat.ML2014
When is it Better to Compare than to Score?
Nihar B. Shah, Sivaraman Balakrishnan, Joseph Bradley +3
stat.ME2019
SAFFRON: an adaptive algorithm for online control of the false discovery rate
Aaditya Ramdas, Tijana Zrnic, Martin Wainwright +1
math.ST2016
On concentration for (regularized) empirical risk minimization
Sara van de Geer, Martin Wainwright