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cs.LG2016
Topic Model Based Multi-Label Classification from the Crowd
Divya Padmanabhan, Satyanath Bhat, Shirish Shevade +1
Multi-label classification is a common supervised machine learning problem where each instance is associated with multiple classes. The key challenge in this problem is learning th…
cs.AI2016
A Truthful Mechanism with Biparameter Learning for Online Crowdsourcing
Satyanath Bhat, Divya Padmanabhan, Shweta Jain +1
We study a problem of allocating divisible jobs, arriving online, to workers in a crowdsourcing setting which involves learning two parameters of strategically behaving workers. Ea…