| 2025 | ICML | Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms. | Sho Takemori, Yuhei Umeda, Aditya Gopalan |
| 2024 | AISTATS | A Unified Framework for Discovering Discrete Symmetries. | Pavan Karjol, Rohan Kashyap, Aditya Gopalan, A. P. Prathosh |
| 2024 | AISTATS | Model-Based Best Arm Identification for Decreasing Bandits. | Sho Takemori, Yuhei Umeda, Aditya Gopalan |
| 2024 | ICML | Testing the Feasibility of Linear Programs with Bandit Feedback. | Aditya Gangrade, Aditya Gopalan, Venkatesh Saligrama, Clayton Scott |
| 2023 | AISTATS | Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference. | Debangshu Banerjee, Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan |
| 2023 | COLT | Bregman Deviations of Generic Exponential Families. | Sayak Ray Chowdhury, Patrick Saux, Odalric Maillard, Aditya Gopalan |
| 2023 | COMSNETS | WiROS: A QoS Software Solution for ros2 in a WiFi Network. | Bishal Jaiswal, Himanshu Tyagi, Aditya Gopalan, Vishal Sevani |
| 2022 | ICML | Actor-Critic based Improper Reinforcement Learning. | Mohammadi Zaki, Avi Mohan, Aditya Gopalan, Shie Mannor |
| 2022 | IJCAI | Improved Pure Exploration in Linear Bandits with No-Regret Learning. | Mohammadi Zaki, Avi Mohan, Aditya Gopalan |
| 2021 | AISTATS | No-regret Algorithms for Multi-task Bayesian Optimization. | Sayak Ray Chowdhury, Aditya Gopalan |
| 2021 | AISTATS | Reinforcement Learning in Parametric MDPs with Exponential Families. | Sayak Ray Chowdhury, Aditya Gopalan, Odalric-Ambrym Maillard |
| 2021 | COMSNETS | Network Based Multi-Bot Awareness. | G. Dhanaprakaash, Bishal Jaiswal, Srikrishna Acharya, Anush Kumar, Aruul Mozhi Varman S, Kavish Shah, Mohitvishnu Srinivas Gadde, Sourav Mishra, Aditya Gopalan, Bharadwaj Amrutur, Himanshu Tyagi, Preetam Patil, Raghu Krishnapuram, Soumya Subhra Banerjee, Suresh Sundaram |
| 2020 | AAAI | On Adaptivity in Information-Constrained Online Learning. | Siddharth Mitra, Aditya Gopalan |
| 2020 | AAAI | Sequential Mode Estimation with Oracle Queries. | Dhruti Shah, Tuhinangshu Choudhury, Nikhil Karamchandani, Aditya Gopalan |
| 2020 | AISTATS | Best-item Learning in Random Utility Models with Subset Choices. | Aadirupa Saha, Aditya Gopalan |
| 2020 | COMSNETS | CORNET: A Co-Simulation Middleware for Robot Networks. | Srikrishna Acharya, Bharadwaj S. Amrutur, Yogesh Simmhan, Aditya Gopalan, Parimal Parag, Himanshu Tyagi |
| 2020 | ICML | From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model. | Aadirupa Saha, Aditya Gopalan |
| 2020 | SIGMETRICS | Stability and Scalability of Blockchain Systems. | Aditya Gopalan, Abishek Sankararaman, Anwar Walid, Sriram Vishwanath |
| 2019 | AISTATS | Online Learning in Kernelized Markov Decision Processes. | Sayak Ray Chowdhury, Aditya Gopalan |
| 2019 | AISTATS | Active Ranking with Subset-wise Preferences. | Aadirupa Saha, Aditya Gopalan |
| 2019 | ALT | PAC Battling Bandits in the Plackett-Luce Model. | Aadirupa Saha, Aditya Gopalan |
| 2018 | AAAI | Online Learning for Structured Loss Spaces. | Siddharth Barman, Aditya Gopalan, Aadirupa Saha |
| 2018 | INFOCOM | Reduced-State, Optimal Medium Access Control for Wireless Data Collection Networks. | Avinash Mohan, Aditya Gopalan, Anurag Kumar |
| 2018 | UAI | Battle of Bandits. | Aadirupa Saha, Aditya Gopalan |
| 2017 | AAAI | Misspecified Linear Bandits. | Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan |
| 2017 | AAAI | Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected. | Aditya Gopalan, Prashanth L. A., Michael C. Fu, Steven I. Marcus |
| 2017 | COMSNETS | Restless bandits that hide their hand and recommendation systems. | Rahul Meshram, Aditya Gopalan, D. Manjunath |
| 2017 | COMSNETS | A Hidden Markov Restless Multi-armed Bandit Model for Playout Recommendation Systems. | Rahul Meshram, Aditya Gopalan, D. Manjunath |
| 2017 | ICML | On Kernelized Multi-armed Bandits. | Sayak Ray Chowdhury, Aditya Gopalan |
| 2017 | WiOpt | When to arrive in a congested system: Achieving equilibrium via learning algorithm. | Parth Thaker, Aditya Gopalan, Rahul Vaze |
| 2016 | AAAI | Randomised Procedures for Initialising and Switching Actions in Policy Iteration. | Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan |
| 2016 | EuroSys | Optimizing distributed actor systems for dynamic interactive services. | Andrew Newell, Gabriel Kliot, Ishai Menache, Aditya Gopalan, Soramichi Akiyama, Mark Silberstein |
| 2015 | COLT | Thompson Sampling for Learning Parameterized Markov Decision Processes. | Aditya Gopalan, Shie Mannor |
| 2015 | WiOpt | Optimal WiFi sensing via dynamic programming. | Abhinav Kumar, Sibi Raj B. Pillai, Rahul Vaze, Aditya Gopalan |
| 2014 | ICML | Thompson Sampling for Complex Online Problems. | Aditya Gopalan, Shie Mannor, Yishay Mansour |
| 2012 | INFOCOM | Low-delay wireless scheduling with partial channel-state information. | Aditya Gopalan, Constantine Caramanis, Sanjay Shakkottai |
| 2011 | INFOCOM | Random mobility and the spread of infection. | Aditya Gopalan, Siddhartha Banerjee, Abhik Kumar Das, Sanjay Shakkottai |