6 citations · 11 across the 4 of their papers we have counts for
4 papers
Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace
Ayush Jain, Akash Das Sarma, Aditya Parameswaran +1
We conduct an experimental analysis of a dataset comprising over 27 million microtasks performed by over 70,000 workers issued to a large crowdsourcing marketplace between 2012-201…
Optimizing Open-Ended Crowdsourcing: The Next Frontier in Crowdsourced Data Management
Aditya Parameswaran, Akash Das Sarma, Vipul Venkataraman
Crowdsourcing is the primary means to generate training data at scale, and when combined with sophisticated machine learning algorithms, crowdsourcing is an enabler for a variety o…
Globally Optimal Crowdsourcing Quality Management
Akash Das Sarma, Aditya Parameswaran, Jennifer Widom
We study crowdsourcing quality management, that is, given worker responses to a set of tasks, our goal is to jointly estimate the true answers for the tasks, as well as the quality…
Multi-Armed Bandit Mechanisms for Multi-Slot Sponsored Search Auctions
Akash Das Sarma, Sujit Gujar, Y. Narahari
In pay-per click sponsored search auctions which are currently extensively used by search engines, the auction for a keyword involves a certain number of advertisers (say k) compet…