Philip, D., Sudarsanam, N., and Ravindran, B. (2018) Improved Insights on Financial Health Through Partially Constrained Hidden Markov Model Clustering on Loan Repayment Data. To appear in The DATA BASE for Advances in Information Systems. ACM SIGMIS
Sudarsanam, N., & Ravindran, B. (2018). Using Linear Stochastic Bandits to extend traditional offline Designed Experiments to online settings. Computers & Industrial Engineering, 115, 471-485.
Mukherjee, S., Naveen, K. P., Sudarsanam, N., and Ravindran, B. (2018) Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates. To appear in the Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). AAAI Press.
Philip, D., Sudarsanam, N., and Ravindran, B. (2018) A Partial Parameter HMM Based Clustering on Loan Repayment Data: Insights into Financial Behavior and Intent to Repay. To appear in the Proceedings of the Fifty First Hawaii International Conference on System Sciences (HICSS-51)
Mukherjee, S., Naveen, K. P., Sudarsanam, N., and Ravindran, B., (2017), Thresholding Bandits with Augmented UCB. To appear in the Proceedings of the Twenty Sixth International Joint Conference on Artificial Intelligence (IJCAI 2017)
Sudarsanam, N., and Frey D. D., (2011), Using Ensemble Techniques to advance Adaptive-One-Factor-at-a-Time Experimentation, Quality and Reliability Engineering International, Vol. 27, Is 7, pg 947-957.
Frey, D. D., and Sudarsanam, N., (2006), Adaptive One-factor-at-a-time Method for Robust Parameter Design: Comparison with Crossed Arrays via Case Studies, ASME Journal of Mechanical Design, Vol. 130, Is. 2, pp. 02140-14.
Li, X., Sudarsanam, N., and Frey, D. D., (2006), Regularities in Data from factorial experiments, Complexity, Vol.11, Is. 5, pp 32-45.
Sudarsanam, N., et al., 2017, "Optimal sample size for A/B tests using cumulative regret", Conference on Reinforcement Learning and Decision Making (RLDM), Ann Arbor, Michigan, June 11-14.
Sudarsanam N., and Philip D., 2016, "Quantifying and Predicting Prepayments in the Microfinance Environment", NSE-IFMR Finance Foundation Conference on Household Finance, Mumbai, India, March 14-15.
Sudarsanam, N., et al., 2015, "Bootstrapped Linear Bandits", Conference on Reinforcement Learning and Decision Making (RLDM), Alberta, Canada, June 7-10.
Frey D.D., Foster, C., and Sudarsanam, N., 2007, “Research in TU Delft and MPI Berlin”, International Research and Education in Engineering (IREE) Grantees Conference, Purdue University, West Lafayette, IN, October 30-31.