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Arun Verma
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Federated neural bandit
Z Dai, Y Shu, A Verma, FX Fan, BKH Low, P Jaillet
International Conference on Learning Representations, 2023
222023
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
212019
Bayesian optimization under stochastic delayed feedback
A Verma, Z Dai, BKH Low
International Conference on Machine Learning, 22145-22167, 2022
132022
Online Algorithm for Unsupervised Sensor Selection
A Verma, MK Hanawal, C Szepesvári, V Saligrama
International Conference on Artificial Intelligence and Statistics, 3168-3176, 2019
112019
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
102023
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
102020
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
72023
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
72023
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
72019
Quantum Bayesian Optimization
Z Dai, GKR Lau, A Verma, Y Shu, BKH Low, P Jaillet
Advances in Neural Information Processing Systems, 2023
62023
Unsupervised online feature selection for cost-sensitive medical diagnosis
A Verma, MK Hanawal, N Hemachandra
2020 International Conference on COMmunication Systems & NETworkS (COMSNETS …, 2020
52020
Benchmarking Fast-Data Platforms for the Aadhaar Biometric Database
Y Simmhan, A Shukla, A Verma
Workshop on Big Data Benchmarks, 21-39, 2015
52015
Thompson sampling for unsupervised sequential selection
A Verma, MK Hanawal, N Hemachandra
Asian Conference on Machine Learning, 545-560, 2020
42020
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
32024
Stochastic Multi-Armed Bandits with Control Variates
A Verma, MK Hanawal
Advances in Neural Information Processing Systems, 2021
32021
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
32020
Censored semi-bandits for resource allocation
A Verma, MK Hanawal, A Rajkumar, R Sankaran
arXiv preprint arXiv:2104.05781, 2021
22021
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
12020
Unsupervised cost sensitive predictions with side information
A Verma, MK Hanawal
Proceedings of the ACM India Joint International Conference on Data Science …, 2018
12018
Prompt Optimization with Human Feedback
X Lin, Z Dai, A Verma, SK Ng, P Jaillet, BKH Low
arXiv preprint arXiv:2405.17346, 2024
2024
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