信息融合论文合辑及论文笔记列表

Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA

CoNLL 2015-09 MLA Felt, Paul, et al. 1493

Learning from multiple annotators with varying expertise

Machine Learning 2014-06 Yan Yan,Rómer Rosales 1154

A solution to the single-question crowd wisdom problem

Nature 2017-01 Dražen Prelec,H. Sebastian Seung,John McCoy 1690

Unanimity and compromise among probability forecasters

Management science 1990-07 RT Clemen, RL Winkler 1145

Identifying expertise and using it to extract the Wisdom of the Crowds

Management Science 2014-03 David V. Budescu,Eva Chen 1273

Forecast aggregation via recalibration

Machine Learning 2014-06 Winter Mason等 1148

Variational Inference for Crowdsourcing

NIPS 2012-11 Liu, Qiang, Jian Peng, and Alexander T. Ihler. 1614

Efficient Crowdsourcing for Multi-class Labeling

ACM SIGMETRICS Performance Evaluation Review 2013-06 Karger, David R., Sewoong Oh, and Devavrat Shah. 1209

Maximum Likelihood Estimation of Observer Error-rates using the EM Algorithm

Applied statistics 1979-09 AP Dawid, AM Skene 1590

Information Aggregation Mechanisms: Concept, Design and Implementation for a Sales Forecasting Problem

working paper 2002-09 Plott, Charles R. and Chen, Kay-Yut 1147

Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise

NIPS 2009-09 Whitehill, Jacob, et al. 1550

Crowdsourced Data Management: A Survey

TKDE 2016-09 Guoliang Li,Jiannan Wang, YuDian Zheng, Michael J. Franklin 1796

The Multidimensional Wisdom of Crowds

NIPS 2010-09 Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona 1500

Learning From Crowds

Journal of Machine Learning Research 2010-10 MLA Raykar, Vikas C., et al. 1872

Multilevel Bayesian Models of Categorical Data Annotation

Unpublished manuscript 2008-09 Bob Carpenter 2025