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Yunfan Zhao
Yunfan Zhao
Harvard University
在 columbia.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Estimate-then-optimize versus integrated-estimationoptimization: A stochastic dominance perspective
AN Elmachtoub, H Lam, H Zhang, Y Zhao
arXiv preprint arXiv:2304.06833, 2023
122023
Nuances in margin conditions determine gains in active learning
S Kpotufe, G Yuan, Y Zhao
International conference on artificial intelligence and statistics, 8112-8126, 2022
92022
Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective
AN Elmachtoub, H Lam, H Zhang, Y Zhao
arXiv preprint arXiv:2304.06833, 2023
72023
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
N Behari, E Zhang, Y Zhao, A Taneja, D Nagaraj, M Tambe
arXiv preprint arXiv:2402.14807, 2024
42024
Efficient graph field integrators meet point clouds
KM Choromanski, A Sehanobish, H Lin, Y Zhao, E Berger, T Parshakova, ...
International Conference on Machine Learning, 5978-6004, 2023
42023
Balanced off-policy evaluation for personalized pricing
A Elmachtoub, V Gupta, Y Zhao
International Conference on Artificial Intelligence and Statistics, 10901-10917, 2023
42023
Towards Zero Shot Learning in Restless Multi-armed Bandits
Y Zhao, N Behari, E Hughes, E Zhang, D Nagaraj, K Tuyls, A Taneja, ...
Proceedings of the 23rd International Conference on Autonomous Agents and …, 2023
32023
Efficient and non-efficient domination of Archimedean lattices
TG Marge, Y Zhao, JC Wierman
Congressus Numerantium 231, 39-61, 2018
32018
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
Y Zhao, N Behari, E Hughes, E Zhang, D Nagaraj, K Tuyls, A Taneja, ...
Proc. of IJCAI, 321-329, 2024
22024
Perfect domination ratios of Archimedean lattices
Y Zhao, JC Wierman, TG Marge
The Electronic Journal of Combinatorics, P3. 60-P3. 60, 2022
22022
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
S Verma, Y Zhao, S Shah, N Boehmer, A Taneja, M Tambe
The 40th Conference on Uncertainty in Artificial Intelligence, 0
2
The bandit whisperer: Communication learning for restless bandits
Y Zhao, T Wang, D Nagaraj, A Taneja, M Tambe
arXiv preprint arXiv:2408.05686, 2024
12024
Regimes of No Gain in Multi-class Active Learning
G Yuan, Y Zhao, S Kpotufe
Journal of Machine Learning Research 25 (129), 1-31, 2024
12024
Implicit Two-Tower Policies
Y Zhao, Q Pan, K Choromanski, D Jain, V Sindhwani
ICLR 2024 Practical ML for Low Resource Settings Workshop (PML4LRS), 2022
12022
Efficient and Perfect Domination on Archimedean Lattices
Y Zhao
Johns Hopkins University, 2018
12018
Optimizing vital sign monitoring in resource-constrained maternal care: An rl-based restless bandit approach
N Boehmer, Y Zhao, G Xiong, P Rodriguez-Diaz, PDC Cibrian, J Ngonzi, ...
arXiv preprint arXiv:2410.08377, 2024
2024
Improving the Prediction of Individual Engagement in Recommendations Using Cognitive Models
R Seow, Y Zhao, D Wood, M Tambe, C Gonzalez
Workshop on Health Recommender Systems co-located with ACM RecSys 2024, 2024
2024
Scalable Neural Network Kernels
A Sehanobish, K Choromanski, Y Zhao, A Dubey, V Likhosherstov
The Twelfth International Conference on Learning Representations., 2023
2023
Integrating Machine Learning and Optimization for Problems in Contextual Decision-Making and Dynamic Learning
Y Zhao
Columbia University, 2023
2023
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