Unsupervised Risk Estimation Using Only Conditional Independence Structure

16 June 2016

Papers citing "Unsupervised Risk Estimation Using Only Conditional Independence Structure"

12 / 12 papers shown

Title
Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings Fereshte Khani Martin Rinard Percy Liang AAML 37 26 0 20 Jun 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 282 730 0 12 May 2016
Unsupervised Ensemble Learning with Dependent Classifiers Ariel Jaffe Ethan Fetaya B. Nadler Tingting Jiang Y. Kluger UQCV 46 45 0 20 Oct 2015
Tensor Factorization via Matrix Factorization Volodymyr Kuleshov Arun Tejasvi Chaganty Percy Liang 105 85 0 29 Jan 2015
Estimating the Accuracies of Multiple Classifiers Without Labeled Data Ariel Jaffe B. Nadler Y. Kluger 68 68 0 29 Jul 2014
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing Yuchen Zhang Xi Chen Dengyong Zhou Michael I. Jordan FedML 119 386 0 15 Jun 2014
Spectral Experts for Estimating Mixtures of Linear Regressions Arun Tejasvi Chaganty Percy Liang 122 142 0 17 Jun 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 440 1,145 0 29 Oct 2012
Identifiability and Unmixing of Latent Parse Trees Daniel J. Hsu Sham Kakade Percy Liang 147 38 0 14 Jun 2012
A Method of Moments for Mixture Models and Hidden Markov Models Anima Anandkumar Daniel J. Hsu Sham Kakade 188 344 0 03 Mar 2012
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 298 799 0 19 Feb 2009
A tutorial on conformal prediction Glenn Shafer V. Vovk 452 1,144 0 21 Jun 2007