| Federated neural bandit Z Dai, Y Shu, A Verma, FX Fan, BKH Low, P Jaillet International Conference on Learning Representations, 2023 | 28 | 2023 |
| Censored semi-bandits: A framework for resource allocation with censored feedback A Verma, M Hanawal, A Rajkumar, R Sankaran Advances in Neural Information Processing Systems 32, 2019 | 21 | 2019 |
| Quantum bayesian optimization Z Dai, GKR Lau, A Verma, Y Shu, BKH Low, P Jaillet Advances in Neural Information Processing Systems, 2023 | 16 | 2023 |
| Bayesian optimization under Stochastic Delayed Feedback A Verma, Z Dai, BKH Low International Conference on Machine Learning, 22145-22167, 2022 | 16 | 2022 |
| Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation T Lam, A Verma, BKH Low, P Jaillet International Conference on Learning Representations, 2023 | 15 | 2023 |
| Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation Y Shu, Z Dai, W Sng, A Verma, P Jaillet, BKH Low International Conference on Learning Representations, 2023 | 15 | 2023 |
| FAIR: Fair collaborative active learning with individual rationality for scientific discovery X Xu, Z Wu, A Verma, CS Foo, BKH Low International Conference on Artificial Intelligence and Statistics, 4033-4057, 2023 | 14 | 2023 |
| Stochastic network utility maximization with unknown utilities: Multi-armed bandits approach A Verma, MK Hanawal IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 189-198, 2020 | 14 | 2020 |
| Online Algorithm for Unsupervised Sensor Selection A Verma, MK Hanawal, C Szepesvári, V Saligrama International Conference on Artificial Intelligence and Statistics, 3168-3176, 2019 | 12 | 2019 |
| Prompt optimization with human feedback X Lin, Z Dai, A Verma, SK Ng, P Jaillet, BKH Low arXiv preprint arXiv:2405.17346, 2024 | 10 | 2024 |
| Distributed Algorithms for Efficient Learning and Coordination in Ad Hoc Networks A Verma, MK Hanawal, R Vaze International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and …, 2019 | 7 | 2019 |
| Application of Clustering Algorithms for Dimensionality Reduction in Infrastructure Resilience Prediction Models S Balakrishnan, B Cassottana, A Verma Structure and Infrastructure Engineering, 1-13, 2024 | 5 | 2024 |
| Unsupervised online feature selection for cost-sensitive medical diagnosis A Verma, MK Hanawal, N Hemachandra 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS …, 2020 | 5 | 2020 |
| Benchmarking Fast-Data Platforms for the Aadhaar Biometric Database Y Simmhan, A Shukla, A Verma Workshop on Big Data Benchmarks, 21-39, 2015 | 5 | 2015 |
| Stochastic Multi-Armed Bandits with Control Variates A Verma, MK Hanawal Advances in Neural Information Processing Systems, 2021 | 4 | 2021 |
| Thompson sampling for unsupervised sequential selection A Verma, MK Hanawal, N Hemachandra Asian Conference on Machine Learning, 545-560, 2020 | 4 | 2020 |
| Neural Dueling Bandits A Verma, Z Dai, X Lin, P Jaillet, BKH Low arXiv preprint arXiv:2407.17112, 2024 | 3 | 2024 |
| Online Algorithm for Unsupervised Sequential Selection with Contextual Information A Verma, MK Hanawal, C Szepesvári, V Saligrama Advances in Neural Information Processing Systems 33, 2020 | 3 | 2020 |
| Censored semi-bandits for resource allocation A Verma, MK Hanawal, A Rajkumar, R Sankaran arXiv preprint arXiv:2104.05781, 2021 | 2 | 2021 |
| Learning and fairness in energy harvesting: A maximin multi-armed bandits approach D Ghosh, A Verma, MK Hanawal 2020 International Conference on Signal Processing and Communications (SPCOM …, 2020 | 2 | 2020 |
Bryan Kian Hsiang LowAssociate Professor (with tenure), Department of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Zhongxiang DaiAssistant Professor, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Manjesh Kumar HanawalIndian Institute of Technology BombayVerified email at iitb.ac.in
Patrick JailletDugald C. Jackson Professor, EECS, MITVerified email at mit.edu
Yao SHU (舒瑶)Incoming Assistant Professor @ AI Thrust, HKUST (GZ)Verified email at gml.ac.cn
Xiaoqiang LinNational University of SingaporeVerified email at u.nus.edu
Zhaoxuan WuNational University of SingaporeVerified email at u.nus.edu
Gregory Kang Ruey LauNational University of SingaporeVerified email at comp.nus.edu.sgXinyi XuPh.D. student, Department of Computer Science, National University of SingaporeVerified email at u.nus.edu
Arun rajkumarIndian institute of technology, MadrasVerified email at cse.iitm.ac.in
Csaba SzepesvariDeepMind & University of AlbertaVerified email at cs.ualberta.ca
Chuan-Sheng FooInstitute for Infocomm Research; A*STAR Centre for Frontier AI ResearchVerified email at cs.stanford.edu
Zijian ZhouNational University of SingaporeVerified email at u.nus.edu
Pang Wei KohUniversity of WashingtonVerified email at cs.washington.edu
Yogesh SimmhanAssociate Professor, Indian Institute of ScienceVerified email at iisc.ac.in
Rui QiaoPhd Student, National University of SingaporeVerified email at u.nus.edu
Indrajit SahaKyushu University.Verified email at inf.kyushu-u.ac.jp
Daniela RusAndrew (1956) and Erna Viterbi Professor of Computer Science, MITVerified email at csail.mit.edu
Alok PrakashScientific Director, Singapore MIT Alliance for Research and Technology (SMART)Verified email at ntu.edu.sg