| 2026 | COMSNETS | Stochastic Multi-Armed Bandits with Limited Control Variates. | Arun Verma, Manjesh Kumar Hanawal, Arun Rajkumar |
| 2024 | UAI | A Graph Theoretic Approach for Preference Learning with Feature Information. | Aadirupa Saha, Arun Rajkumar |
| 2023 | WiOpt | Linearly Constrained and Structured Reinforcement Learning Algorithm for Wireless Link Adaptation. | Utsav Dey, Arun Rajkumar, Lakshmi Narasimhan Theagarajan |
| 2022 | COMAD | Hyper-IMRANK: Ranking-based Influence Maximization for Hypergraphs. | Athul M. A, Arun Rajkumar |
| 2022 | ICLR | A Theory of Tournament Representations. | Arun Rajkumar, Vishnu Veerathu, Abdul Bakey Mir |
| 2021 | ICDM | PARWiS: Winner determination from Active Pairwise Comparisons under a Shoestring Budget. | Dev Yashpal Sheth, Arun Rajkumar |
| 2020 | COMAD | Active Ranking from Pairwise Comparisons with Dynamically Arriving Items and Voters. | Dev Yashpal Sheth, Arun Rajkumar |
| 2019 | ACL | Learning Transferable Feature Representations Using Neural Networks. | Himanshu Sharad Bhatt, Shourya Roy, Arun Rajkumar, Sriranjani Ramakrishnan |
| 2019 | AISTATS | Lovasz Convolutional Networks. | Prateek Yadav, Madhav Nimishakavi, Naganand Yadati, Shikhar Vashishth, Arun Rajkumar, Partha Pratim Talukdar |
| 2018 | COMAD | Online domain adaptation by exploiting labeled features and pro-active learning. | Raghu Krishnapuram, Arun Rajkumar, Adithya Acharya, Nikhil Dhara Venkata, Manjunath M. Goudar, Akshay P. Sarashetti |
| 2017 | AAAI | Inductive Pairwise Ranking: Going Beyond the | U. N. Niranjan, Arun Rajkumar |
| 2017 | UAI | Provable Inductive Robust PCA via Iterative Hard Thresholding. | U. N. Niranjan, Arun Rajkumar, Theja Tulabandhula |
| 2016 | COLT | When can we rank well from comparisons of \(O(n\log(n))\) non-actively chosen pairs? | Arun Rajkumar, Shivani Agarwal |
| 2016 | IJCAI | Multi-Source Iterative Adaptation for Cross-Domain Classification. | Himanshu S. Bhatt, Arun Rajkumar, Shourya Roy |
| 2015 | ICML | Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top. | Arun Rajkumar, Suprovat Ghoshal, Lek-Heng Lim, Shivani Agarwal |
| 2014 | ICML | A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data. | Arun Rajkumar, Shivani Agarwal |