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Ruohan Zhan
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Jahr
Distortion agnostic deep watermarking
X Luo, R Zhan, H Chang, F Yang, P Milanfar
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2102020
Confidence intervals for policy evaluation in adaptive experiments
V Hadad, DA Hirshberg, R Zhan, S Wager, S Athey
Proceedings of the national academy of sciences 118 (15), e2014602118, 2021
1872021
Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation
R Zhan, C Pei, Q Su, J Wen, X Wang, G Mu, D Zheng, P Jiang, K Gai
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
692022
Off-policy evaluation via adaptive weighting with data from contextual bandits
R Zhan, V Hadad, DA Hirshberg, S Athey
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
632021
Two-Stage Constrained Actor-Critic for Short Video Recommendation
Q Cai, Z Xue, C Zhang, W Xue, S Liu, R Zhan, X Wang, T Zuo, W Xie, ...
Proceedings of the ACM Web Conference 2023, 865-875, 2023
49*2023
Policy Learning with Adaptively Collected Data
R Zhan, Z Ren, S Athey, Z Zhou
Management Science 70 (8), 5270-5297, 2024
382024
CT image reconstruction by spatial-radon domain data-driven tight frame regularization
R Zhan, B Dong
SIAM Journal on Imaging Sciences 9 (3), 1063-1083, 2016
372016
ResAct: Reinforcing long-term engagement in sequential recommendation with residual actor
W Xue, Q Cai, R Zhan, D Zheng, P Jiang, K Gai, B An
arXiv preprint arXiv:2206.02620, 2022
292022
Towards content provider aware recommender systems: A simulation study on the interplay between user and provider utilities
R Zhan, K Christakopoulou, Y Le, J Ooi, M Mladenov, A Beutel, C Boutilier, ...
Proceedings of the Web Conference 2021, 3872-3883, 2021
28*2021
Machine learning for cardiac ultrasound time series data
B Yuan, SR Chitturi, G Iyer, N Li, X Xu, R Zhan, R Llerena, JT Yen, ...
Medical imaging 2017: Biomedical applications in molecular, structural, and …, 2017
162017
Proportional response: Contextual bandits for simple and cumulative regret minimization
SK Krishnamurthy, R Zhan, S Athey, E Brunskill
Advances in Neural Information Processing Systems 36, 30255-30266, 2023
102023
Post Reinforcement Learning Inference
V Syrgkanis, R Zhan
arXiv preprint arXiv:2302.08854, 2023
52023
Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach
R Zhan, S Han, Y Hu, Z Jiang
arXiv preprint arXiv:2406.14380, 2024
42024
Fragility Index: A New Approach for Binary Classification
C Yang, Z Zhang, B Cao, Z Cui, B Hu, T Li, DZ Long, J Qi, F Wang, R Zhan
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
Statistical Properties of Robust Satisficing
Z Li, Y Xu, R Zhan
arXiv preprint arXiv:2405.20451, 2024
12024
Distributionally Robust Policy Learning under Concept Drifts
J Wang, Z Ren, R Zhan, Z Zhou
arXiv preprint arXiv:2412.14297, 2024
2024
Adaptively Learning to Select-Rank in Online Platforms
J Wang, P Dong, Y Jin, R Zhan, Z Zhou
arXiv preprint arXiv:2406.05017, 2024
2024
Image watermarking
R Zhan, F Yang, X Luo, P Milanfar, H Chang, C Liu
US Patent App. 17/792,062, 2023
2023
Beyond Central Limit Theorem for Higher-Order Inference in Batched Bandits
Y Park, R Zhan, N Yoshida
NeurIPS 2022 Workshop on Causality for Real-world Impact, 0
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