A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control

5 December 2018

Papers citing "A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control"

28 / 28 papers shown

Title
Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds Peng Cao Yilun Xu Yuqing Kong Yizhou Wang 37 55 0 31 May 2019
BCCNet: Bayesian classifier combination neural network Olga Isupova Yunpeng Li Danil Kuzin Stephen J. Roberts Katherine J. Willis S. Reece 43 7 0 29 Nov 2018
Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners Yao Zhou A. R. Nelakurthi Jingrui He 30 38 0 17 Apr 2018
Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa Jie Yang Thomas Drake Andreas C. Damianou Y. Maarek FedML 44 63 0 12 Mar 2018
Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model Hideaki Imamura Issei Sato Masashi Sugiyama 53 25 0 13 Feb 2018
Quality Control in Crowdsourcing: A Survey of Quality Attributes, Assessment Techniques and Assurance Actions F. Daniel Pavel Kucherbaev C. Cappiello B. Benatallah Mohammad Allahbakhsh 63 164 0 08 Jan 2018
Deep learning from crowds Filipe Rodrigues Francisco Câmara Pereira FedML NoLa 50 257 0 06 Sep 2017
Who Said What: Modeling Individual Labelers Improves Classification M. Guan Varun Gulshan Andrew M. Dai Geoffrey E. Hinton NoLa 49 226 0 26 Mar 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 152 564 0 04 Mar 2017
Crowdsourced Outcome Determination in Prediction Markets Rupert Freeman Sébastien Lahaie David M. Pennock 25 13 0 14 Dec 2016
Nonparametric Bayesian Topic Modelling with the Hierarchical Pitman-Yor Processes Kar Wai Lim Wray Buntine Changyou Chen Lan Du 43 34 0 22 Sep 2016
Exact Exponent in Optimal Rates for Crowdsourcing Chao Gao Yu Lu Dengyong Zhou FedML 270 49 0 25 May 2016
Learning to Incentivize: Eliciting Effort via Output Agreement Yang Liu Yiling Chen 26 53 0 17 Apr 2016
Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems M. Venanzi J. Guiver Pushmeet Kohli N. Jennings 62 32 0 21 Oct 2015
Quizz: Targeted crowdsourcing with a billion (potential) users Panagiotis G. Ipeirotis E. Gabrilovich 59 160 0 02 Jun 2015
Regularized Minimax Conditional Entropy for Crowdsourcing Dengyong Zhou Qiang Liu John C. Platt Christopher Meek Nihar B. Shah NoLa 52 71 0 25 Mar 2015
Approval Voting and Incentives in Crowdsourcing Nihar B. Shah Dengyong Zhou Yuval Peres 50 72 0 19 Feb 2015
Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing Nihar B. Shah Dengyong Zhou FedML 76 108 0 06 Aug 2014
Bayesian Nonparametric Crowdsourcing Pablo G. Moreno Yee Whye Teh Fernando Perez-Cruz Antonio Artés-Rodríguez 86 59 0 18 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
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
Minimax Optimal Convergence Rates for Estimating Ground Truth from Crowdsourced Labels Chao Gao Dengyong Zhou 107 71 0 22 Oct 2013
Inferring ground truth from multi-annotator ordinal data: a probabilistic approach Balaji Lakshminarayanan Yee Whye Teh 78 35 0 30 Apr 2013
How To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing Yoram Bachrach T. Graepel T. Minka J. Guiver 142 210 0 27 Jun 2012
TrueLabel + Confusions: A Spectrum of Probabilistic Models in Analyzing Multiple Ratings Chao Liu Yi-Min Wang 59 55 0 18 Jun 2012
Dynamic Bayesian Combination of Multiple Imperfect Classifiers Edwin Simpson Stephen J. Roberts Ioannis Psorakis Arfon M. Smith 86 146 0 08 Jun 2012
Crowdsourcing for Usability Testing Di Liu Matthew Lease Rebecca Kuipers R. Bias 55 118 0 07 Mar 2012
Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems David R Karger Sewoong Oh Devavrat Shah 128 380 0 17 Oct 2011