Search Machine Learning Repository:
All publications by Po-ling Loh
authors venues years



Concavity of reweighted Kikuchi approximation
Po-ling Loh and Andre Wibisono
Advances in Neural Information Processing Systems 27, 2014


Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
Po-ling Loh and Martin J. Wainwright
Advances in Neural Information Processing Systems 26, 2013


Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses
Po-ling Loh and Martin J. Wainwright
Advances in Neural Information Processing Systems 25, 2012


High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity
Po-ling Loh and Martin J. Wainwright
Advances in Neural Information Processing Systems 24, 2011