Articoli con mandati relativi all'accesso pubblico - Martin WainwrightUlteriori informazioni
Non disponibili pubblicamente: 3
Optimal oracle inequalities for projected fixed-point equations, with applications to policy evaluation
W Mou, A Pananjady, MJ Wainwright
Mathematics of Operations Research 48 (4), 2308-2336, 2023
Mandati: US National Science Foundation, US Department of Defense
Sharp minimax bounds for testing discrete monotone distributions
Y Wei, MJ Wainwright
2016 IEEE International Symposium on Information Theory (ISIT), 2684-2688, 2016
Mandati: US National Science Foundation
Statistical Recovery of Discrete, Geometric and Invariant Structures
P Bühlmann, A Munk, M Wainwright, B Yu
Oberwolfach Reports 14 (1), 949-999, 2018
Mandati: US National Science Foundation
Disponibili pubblicamente: 68
Learning to explain: An information-theoretic perspective on model interpretation
J Chen, L Song, M Wainwright, M Jordan
International conference on machine learning, 883-892, 2018
Mandati: US National Science Foundation, US Department of Defense, US National …
Statistical guarantees for the EM algorithm: From population to sample-based analysis
S Balakrishnan, MJ Wainwright, B Yu
Mandati: US National Science Foundation, US Department of Defense
Minimax optimal procedures for locally private estimation
JC Duchi, MI Jordan, MJ Wainwright
Journal of the American Statistical Association 113 (521), 182-201, 2018
Mandati: US National Science Foundation, US Department of Defense
Newton sketch: A near linear-time optimization algorithm with linear-quadratic convergence
M Pilanci, MJ Wainwright
SIAM Journal on Optimization 27 (1), 205-245, 2017
Mandati: US National Science Foundation, US Department of Defense
Log-concave sampling: Metropolis-Hastings algorithms are fast
R Dwivedi, Y Chen, MJ Wainwright, B Yu
Journal of Machine Learning Research 20 (183), 1-42, 2019
Mandati: US National Science Foundation, US Department of Defense
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares
M Pilanci, MJ Wainwright
Journal of Machine Learning Research 17 (53), 1-38, 2016
Mandati: US National Science Foundation, Australian Research Council, UK Engineering …
Derivative-free methods for policy optimization: Guarantees for linear quadratic systems
D Malik, A Pananjady, K Bhatia, K Khamaru, PL Bartlett, MJ Wainwright
Journal of Machine Learning Research 21 (21), 1-51, 2020
Mandati: US National Science Foundation, US Department of Defense
Simple, robust and optimal ranking from pairwise comparisons
NB Shah, MJ Wainwright
Journal of machine learning research 18 (199), 1-38, 2018
Mandati: US National Science Foundation, US Department of Defense
FedSplit: An algorithmic framework for fast federated optimization
R Pathak, MJ Wainwright
Advances in neural information processing systems 33, 7057-7066, 2020
Mandati: US National Science Foundation, US Department of Defense
Randomized sketches for kernels: Fast and optimal nonparametric regression
Y Yang, M Pilanci, MJ Wainwright
Mandati: US National Science Foundation, US Department of Defense
Support recovery without incoherence: A case for nonconvex regularization
PL Loh, MJ Wainwright
Mandati: US National Science Foundation, US Department of Defense
Estimation from pairwise comparisons: Sharp minimax bounds with topology dependence
NB Shah, S Balakrishnan, J Bradley, A Parekh, K Ramch, MJ Wainwright
Journal of Machine Learning Research 17 (58), 1-47, 2016
Mandati: US National Science Foundation, Natural Sciences and Engineering Research …
Local maxima in the likelihood of gaussian mixture models: Structural results and algorithmic consequences
C Jin, Y Zhang, S Balakrishnan, MJ Wainwright, MI Jordan
Advances in neural information processing systems 29, 2016
Mandati: US National Science Foundation
On the computational complexity of high-dimensional Bayesian variable selection
Y Yang, MJ Wainwright, MI Jordan
Mandati: US National Science Foundation
Stochastically transitive models for pairwise comparisons: Statistical and computational issues
N Shah, S Balakrishnan, A Guntuboyina, M Wainwright
International Conference on Machine Learning, 11-20, 2016
Mandati: US National Science Foundation
Provable benefits of actor-critic methods for offline reinforcement learning
A Zanette, MJ Wainwright, E Brunskill
Advances in neural information processing systems 34, 13626-13640, 2021
Mandati: US National Science Foundation, US Department of Defense
Active ranking from pairwise comparisons and when parametric assumptions do not help
R Heckel, NB Shah, K Ramchandran, MJ Wainwright
Mandati: US National Science Foundation, Swiss National Science Foundation, US …
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