Publications

- Samarth Gupta, Gauri Joshi and Osman Yağan "Best-Arm Identification in Correlated Multi- Armed Bandits" preprint 2020.

- Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi and Osman Yağan "A Unified Approach to translate Classical Bandit Algorithms to the Structured Bandit Setting" preprint 2019.

- Samarth Gupta, Shreyas Chaudhari, Gauri Joshi and Osman Yağan "Multi-Armed Bandits with Correlated Arms" preprint 2019. Preliminary version appeard in the RL theory workshop at ICML 2020.

- Samarth Gupta, Gauri Joshi and Osman Yağan "Correlated Multi-Armed Bandits with Latent Random Source" in ICASSP 2020.

- Samarth Gupta, Gauri Joshi and Osman Yağan "Active Distribution Learning from Indirect Samples" Allerton Conference on Communication, Control and Computing 2018.

- Samarth Gupta and Sharayu Moharir “Effect of Recommendations on Serving Content with Unknown Demand” ACM Transactions on Modeling and Performance Evaluation of Computer Systems.
Preliminary version appeared in ACM Mobihoc 2017 as a poster paper. (Received the best poster award).

- Samarth Gupta and Sharayu Moharir “Request Pattern and Caching for VoD Services with Recommendation” Lecture Notes in Computer Science, Volume 10340, 2017.
Preliminary version appeared in COMSNETS 2017.

- Satish Grandhi, Bo Yang, Christian Spagnol, Samarth Gupta and Emanuel Popovici “An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits” Journal of Low Power Electronics, Vol.12, 1-17,2016.