Journal Papers

  • Mechanism Design for Stochastic Multi-armed Bandit Problems, Indian Journal of Pure and Applied Mathematics (IJPAM) - Special issue, 2016 (To appear) - Joint work with Shweta Jain, Divya Padmanabhan, Ganesh Ghalme, and Y. Narahari

Conference Papers

  • Topic Model Based Multi-Label Classification. Joint work with Divya Padmanabhan, Shirish Shevade, Y. Narahari. To appear in the Proceedings of 28th IEEE International Conference on Tools with Artificial Intelligence (ICTAI-2016).

  • A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds. Joint work with Divya Padmanabhan, Dinesh Garg, Shirish Shevade, Y. Narahari. Proceedings of the International Joint Confere on Neural Networks (IJCNN-2016).

  • A Truthful Mechanism with Biparameter Learning for Online Crowdsourcing. Joint work with Divya Padmanabhan, Shweta Jain, Sujit Gujar, Y. Narahari. Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2016).

  • A Deterministic MAB Mechanism for Crowdsourcing with Logarithmic Regret and Immediate Payments. Joint work with Ganesh Ghalme, Shweta Jain, Sujit Gujar, Y. Narahari. Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2016).

  • An optimal bidimensional multi-armed bandit auction for multi-unit procurement. Joint work with Shweta Jain, Sujit Gujar, Y. Narahari. Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2015), Istanbul, May 4-8, 2015, pp. 1789-1790.

  • A Mechanism to Optimally Balance Cost and Quality of Labeling Tasks Outsourced to Strategic Agents. Joint work with Satyanath Bhat, Swaprava Nath, Sujit Gujar, Onno Zoeter, Y. Narahari, and Chris Dance. A Mechanism to Optimally Balance Cost and Quality of Labeling Tasks Outsourced to Strategic Agents. Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2014), Paris, France, May 2014.

  • Pattern Clustering using Cooperative Game Theory. Joint work with Swapnil Dhamal, Anoop K R, and, Varun R Embar. Accepted in Centenary Conference 2011, Electrical Engineering, IISc Bangalore