Efficient PAC Learning from the Crowd

v1v2 (latest)

Efficient PAC Learning from the Crowd

21 March 2017

Pranjal Awasthi

ArXiv (abs)PDF HTML

Papers citing "Efficient PAC Learning from the Crowd"

8 / 8 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 102 0 0 18 Feb 2025
Active Learning from Imperfect Labelers Songbai Yan Kamalika Chaudhuri T. Javidi 60 55 0 30 Oct 2016
Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction Jacob Steinhardt Gregory Valiant Moses Charikar 57 44 0 16 Jun 2016
Active Learning from Weak and Strong Labelers Chicheng Zhang Kamalika Chaudhuri 55 103 0 09 Oct 2015
Efficient Learning of Linear Separators under Bounded Noise Pranjal Awasthi Maria-Florina Balcan Nika Haghtalab Ruth Urner 59 95 0 12 Mar 2015
Online Decision Making in Crowdsourcing Markets: Theoretical Challenges (Position Paper) Aleksandrs Slivkins Jennifer Wortman Vaughan 93 89 0 08 Aug 2013
Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems David R Karger Sewoong Oh Devavrat Shah 139 380 0 17 Oct 2011
Rates of convergence in active learning Steve Hanneke 133 154 0 09 Mar 2011