Nandan Sudarsanam

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 13

Top Topics

Stochastic Systems

Image Thresholding

Interestingness Measures

Multi Armed Bandits

Top Venues

Publications

Sai Kiran Narayanaswami, Nandan Sudarsanam, Balaraman Ravindran
An Active Learning Framework for Efficient Robust Policy Search. COMAD/CODS (2022)
Vaishnavi Muralidharan, Nandan Sudarsanam, Balaraman Ravindran
Inferring customer occupancy status in for-hire vehicles using PU Learning. COMAD/CODS (2021)
Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran
Rate of change analysis for interestingness measures. Knowl. Inf. Syst. 62 (1) (2020)
Sai Kiran Narayanaswami, Nandan Sudarsanam, Balaraman Ravindran
An Active Learning Framework for Efficient Robust Policy Search. CoRR (2019)
Nandan Sudarsanam, Balaraman Ravindran
Using Linear Stochastic Bandits to extend traditional offline Designed Experiments to online settings. Comput. Ind. Eng. 115 (2018)
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran
Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates. AAAI (2018)
Dibu John Philip, Nandan Sudarsanam, Balaraman Ravindran
Improved Insights on Financial Health through Partially Constrained Hidden Markov Model Clustering on Loan Repayment Data. Data Base 49 (3) (2018)
Dibu John Philip, Nandan Sudarsanam, Balaraman Ravindran
A Partial Parameter HMM Based Clustering on Loan Repayment Data: Insights into Financial Behavior and Intent to Repay. HICSS (2018)
Subhojyoti Mukherjee, Kolar Purushothama Naveen, Nandan Sudarsanam, Balaraman Ravindran
Thresholding Bandits with Augmented UCB. IJCAI (2017)
Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran
Rate of Change Analysis for Interestingness Measures. CoRR (2017)
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran
Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates. CoRR (2017)
Subhojyoti Mukherjee, Kolar Purushothama Naveen, Nandan Sudarsanam, Balaraman Ravindran
Thresholding Bandits with Augmented UCB. CoRR (2017)
Nandan Sudarsanam, Balaraman Ravindran
Linear Bandit algorithms using the Bootstrap. CoRR (2016)
Nandan Sudarsanam, Daniel D. Frey
Using ensemble techniques to advance adaptive one-factor-at-a-time experimentation. Qual. Reliab. Eng. Int. 27 (7) (2011)
Xiang Li, Nandan Sudarsanam, Daniel D. Frey
Regularities in data from factorial experiments. Complex. 11 (5) (2006)