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Andi Nika
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Cited by
Year
Contextual combinatorial volatile multi-armed bandit with adaptive discretization
A Nika, S Elahi, C Tekin
International Conference on Artificial Intelligence and Statistics, 1486-1496, 2020
192020
Multi-user Small Base Station Association via Contextual Combinatorial Volatile Bandits
MA Qureshi, A Nika, C Tekin
IEEE Transactions on Communications, 1-1, 2021
62021
Online context-aware task assignment in mobile crowdsourcing via adaptive discretization
S Elahi, A Nika, C Tekin
IEEE Transactions on Network Science and Engineering 10 (1), 305-320, 2022
32022
Pareto active learning with Gaussian processes and adaptive discretization
A Nika, K Bozgan, S Elahi, Ç Ararat, C Tekin
arXiv preprint arXiv:2006.14061, 2020
32020
Contextual combinatorial bandits with changing action sets via gaussian processes
A Nika, S Elahi, C Tekin
arXiv preprint arXiv:2110.02248, 2021
22021
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning
A Nika, A Singla, G Radanovic
26th International Conference on Artificial Intelligence and Statistics, 335-358, 2023
12023
Corruption-Robust Offline Two-Player Zero-Sum Markov Games
A Nika, D Mandal, A Singla, G Radanovic
International Conference on Artificial Intelligence and Statistics, 1243-1251, 2024
2024
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
A Nika, D Mandal, P Kamalaruban, G Tzannetos, G Radanović, A Singla
arXiv preprint arXiv:2403.01857, 2024
2024
Corruption Robust Offline Reinforcement Learning with Human Feedback
D Mandal, A Nika, P Kamalaruban, A Singla, G Radanović
arXiv preprint arXiv:2402.06734, 2024
2024
Contextual Combinatorial Volatile Multi-Armed Bandits in Compact Context Spaces
A Nika
PQDT-Global, 2021
2021
The Pandemic Fusion System for Endomorphism Algebras of P-Permutation Modules
A Nika
PQDT-Global, 2018
2018
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Articles 1–11