Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

15 June 2014

Papers citing "Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing"

7 / 7 papers shown

Title
The Majority Vote Paradigm Shift: When Popular Meets Optimal Antonio Purificato Maria Sofia Bucarelli Anil Kumar Nelakanti Andrea Bacciu Fabrizio Silvestri Amin Mantrach 94 0 0 18 Feb 2025
ClarAVy: A Tool for Scalable and Accurate Malware Family Labeling R. Joyce Derek Everett Maya Fuchs Edward Raff James Holt 63 0 0 04 Feb 2025
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 89 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 101 29 0 21 Oct 2019
Minimax Optimal Convergence Rates for Estimating Ground Truth from Crowdsourced Labels Chao Gao Dengyong Zhou 45 71 0 22 Oct 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 273 1,142 0 29 Oct 2012
A Spectral Algorithm for Latent Dirichlet Allocation Anima Anandkumar Dean Phillips Foster Daniel J. Hsu Sham Kakade Yi-Kai Liu 135 300 0 30 Apr 2012