Learning the Structure of Generative Models without Labeled Data

Learning the Structure of Generative Models without Labeled Data

2 March 2017

Stephen H. Bach

Alexander Ratner

Christopher Ré

Papers citing "Learning the Structure of Generative Models without Labeled Data"

10 / 10 papers shown

Title
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 86 1 0 02 Jun 2023
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 82 28 0 21 Oct 2019
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 106 713 0 25 May 2016
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 110 290 0 03 Feb 2015
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing Yuchen Zhang Xi Chen Dengyong Zhou Michael I. Jordan FedML 43 386 0 15 Jun 2014
DimmWitted: A Study of Main-Memory Statistical Analytics Ce Zhang Christopher Ré 105 145 0 28 Mar 2014
Ranking and combining multiple predictors without labeled data Fabio Parisi Francesco Strino B. Nadler Y. Kluger 46 135 0 13 Mar 2013
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 158 957 0 02 Oct 2010
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 144 509 0 06 Aug 2010
Sparse Online Learning via Truncated Gradient John Langford Lihong Li Tong Zhang 94 486 0 28 Jun 2008