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- Enlu Zhou
Georgia Institute of Technology, Atlanta, GA, USA
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Publication search results
found 91 matches
- 2024
- Yingke Li, Mengxue Hou, Enlu Zhou, Fumin Zhang:
Dynamic event-triggered integrated task and motion planning for process-aware source seeking. Auton. Robots 48(8): 23 (2024) - Di Wu, Yuhao Wang, Enlu Zhou:
Data-Driven Ranking and Selection Under Input Uncertainty. Oper. Res. 72(2): 781-795 (2024) - Tianyi Liu, Yifan Lin, Enlu Zhou:
Bayesian Stochastic Gradient Descent for Stochastic Optimization with Streaming Input Data. SIAM J. Optim. 34(1): 389-418 (2024) - Yingke Li, Enlu Zhou, Fumin Zhang:
A Distributed Bayesian Data Fusion Algorithm With Uniform Consistency. IEEE Trans. Autom. Control. 69(9): 6176-6182 (2024) - Sait Cakmak, Yuhao Wang, Siyang Gao, Enlu Zhou:
Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation. ACM Trans. Model. Comput. Simul. 34(2): 8:1-8:24 (2024) - Enlu Zhou:
Data-driven Simulation Optimization in the Age of Digital Twins. SIGSIM-PADS 2024: 2 - Yifan Lin, Yuhao Wang, Enlu Zhou:
Reusing Historical Trajectories in Natural Policy Gradient via Importance Sampling: Convergence and Convergence Rate. CoRR abs/2403.00675 (2024) - 2023
- Gongbo Zhang, Yijie Peng, Jianghua Zhang, Enlu Zhou:
Asymptotically Optimal Sampling Policy for Selecting Top-m Alternatives. INFORMS J. Comput. 35(6): 1261-1285 (2023) - Alexander Shapiro, Enlu Zhou, Yifan Lin:
Bayesian Distributionally Robust Optimization. SIAM J. Optim. 33(2): 1279-1304 (2023) - Yingke Li, Mengxue Hou, Enlu Zhou, Fumin Zhang:
Integrated Task and Motion Planning for Process-aware Source Seeking. ACC 2023: 527-532 - Yingke Li, Ziqiao Zhang, Junkai Wang, Huibo Zhang, Enlu Zhou, Fumin Zhang:
Cognition Difference-Based Dynamic Trust Network for Distributed Bayesian Data Fusion. IROS 2023: 10933-10938 - Yuhao Wang, Enlu Zhou:
Bayesian Risk-Averse Q-Learning with Streaming Observations. NeurIPS 2023 - Yifan Lin, Enlu Zhou:
Reusing Historical Observations in Natural Policy Gradient. WSC 2023: 3071-3081 - Yuhao Wang, Enlu Zhou:
Input Data Collection Versus Simulation: Simultaneous Resource Allocation. WSC 2023: 3657-3668 - Yifan Lin, Enlu Zhou:
Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes. CoRR abs/2301.11415 (2023) - Yuhao Wang, Enlu Zhou:
Bayesian Risk-Averse Q-Learning with Streaming Observations. CoRR abs/2305.11300 (2023) - 2022
- Yingke Li, Tianyi Liu, Enlu Zhou, Fumin Zhang:
Bayesian Learning Model Predictive Control for Process-Aware Source Seeking. IEEE Control. Syst. Lett. 6: 692-697 (2022) - Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao:
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. AISTATS 2022: 2784-2802 - Yingke Li, Yifan Lin, Enlu Zhou, Fumin Zhang:
Risk-Aware Model Predictive Control Enabled by Bayesian Learning. ACC 2022: 108-113 - Samuel Daulton, Sait Cakmak, Maximilian Balandat, Michael A. Osborne, Enlu Zhou, Eytan Bakshy:
Robust Multi-Objective Bayesian Optimization Under Input Noise. ICML 2022: 4831-4866 - Yifan Lin, Yuxuan Ren, Enlu Zhou:
Bayesian Risk Markov Decision Processes. NeurIPS 2022 - Yuhao Wang, Enlu Zhou:
Fixed Budget Ranking and Selection with Streaming Input Data. WSC 2022: 3027-3038 - Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao:
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. CoRR abs/2202.03535 (2022) - Samuel Daulton, Sait Cakmak, Maximilian Balandat, Michael A. Osborne, Enlu Zhou, Eytan Bakshy:
Robust Multi-Objective Bayesian Optimization Under Input Noise. CoRR abs/2202.07549 (2022) - Yifan Lin, Yuhao Wang, Enlu Zhou:
Risk-averse Contextual Multi-armed Bandit Problem with Linear Payoffs. CoRR abs/2206.12463 (2022) - 2021
- Sait Cakmak, Di Wu, Enlu Zhou:
Solving Bayesian risk optimization via nested stochastic gradient estimation. IISE Trans. 53(10): 1081-1093 (2021) - Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao:
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. AISTATS 2021: 1891-1899 - Sait Cakmak, Enlu Zhou, Siyang Gao:
Contextual Ranking and Selection with Gaussian Processes. WSC 2021: 1-12 - Tianyi Liu, Yifan Lin, Enlu Zhou:
A Bayesian Approach to Online Simulation Optimization with Streaming Input Data. WSC 2021: 1-12 - Gongbo Zhang, Yijie Peng, Jianghua Zhang, Enlu Zhou:
Dynamic Sampling Policy For Subset Selection. WSC 2021: 1-12
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