Ruohan Zhan

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All published works

Action	Title	Year	Authors
+ PDF Chat	Distributionally Robust Policy Learning under Concept Drifts	2024	Jingyuan Wang Zhimei Ren Ruohan Zhan Zhengyuan Zhou
+ PDF Chat	Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach	2024	Ruohan Zhan Shichao Han Yuchen Hu Zhenling Jiang
+ PDF Chat	Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach	2024	Ruohan Zhan Shichao Han Yu‐Chen Hu Zhenling Jiang
+ PDF Chat	Adaptively Learning to Select-Rank in Online Platforms	2024	Jingyuan Wang Perry Dong Ying Jin Ruohan Zhan Zhengyuan Zhou
+ PDF Chat	Statistical Properties of Robust Satisficing	2024	Zhiyi Li Yunbei Xu Ruohan Zhan
+ PDF Chat	Policy Learning with Adaptively Collected Data	2023	Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou
+ PDF Chat	Two-Stage Constrained Actor-Critic for Short Video Recommendation	2023	Qingpeng Cai Zhenghai Xue Chi Zhang Wanqi Xue Shuchang Liu Ruohan Zhan Xueliang Wang Tianyou Zuo Wentao Xie Dong Zheng
+	Two-Stage Constrained Actor-Critic for Short Video Recommendation	2023	Qingpeng Cai Zhenghai Xue Chi Zhang Wanqi Xue Shuchang Liu Ruohan Zhan Xueliang Wang Tianyou Zuo Wentao Xie Zheng Dong
+	Post-Episodic Reinforcement Learning Inference	2023	Vasilis Syrgkanis Ruohan Zhan
+	Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization	2023	Sanath Kumar Krishnamurthy Ruohan Zhan Susan Athey Emma Brunskill
+ PDF Chat	Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation	2022	Ruohan Zhan Changhua Pei Qiang Su Jianfeng Wen Xueliang Wang Guanyu Mu Dong Zheng Peng Jiang Kun Gai
+	Constrained Reinforcement Learning for Short Video Recommendation	2022	Qingpeng Cai Ruohan Zhan Chi Zhang Jie Zheng Guangwei Ding Pinghua Gong Zheng Dong Peng Jiang
+	Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation	2022	Ruohan Zhan Changhua Pei Qiang Su Jianfeng Wen Xueliang Wang Guanyu Mu Zheng Dong Peng Jiang
+	ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor	2022	Wanqi Xue Qingpeng Cai Ruohan Zhan Zheng Dong Peng Jiang Bo An
+ PDF Chat	Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits	2021	Ruohan Zhan Vitor Hadad David A. Hirshberg Susan Athey
+ PDF Chat	Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits	2021	Ruohan Zhan Vitor Hadad David A. Hirshberg Susan Athey
+	Policy Learning with Adaptively Collected Data.	2021	Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou
+ PDF Chat	Confidence intervals for policy evaluation in adaptive experiments	2021	Vitor Hadad David A. Hirshberg Ruohan Zhan Stefan Wager Susan Athey
+	Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities	2021	Ruohan Zhan Konstantina Christakopoulou Ya Le Jayden Ooi Martin Mladenov Alex Beutel Craig Boutilier Ed H. Minmin Chen
+	Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits	2021	Ruohan Zhan Vitor Hadad David A. Hirshberg Susan Athey
+	Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits	2021	Ruohan Zhan Vitor Hadad David A. Hirshberg Susan Athey
+	Policy Learning with Adaptively Collected Data	2021	Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou
+ PDF Chat	Distortion Agnostic Deep Watermarking	2020	Xiyang Luo Ruohan Zhan Huiwen Chang Feng Yang Peyman Milanfar
+	Distortion Agnostic Deep Watermarking	2020	Xiyang Luo Ruohan Zhan Huiwen Chang Feng Yang Peyman Milanfar
+	Confidence Intervals for Policy Evaluation in Adaptive Experiments	2019	Vitor Hadad David A. Hirshberg Ruohan Zhan Stefan Wager Susan Athey
+	Confidence Intervals for Policy Evaluation in Adaptive Experiments	2019	Vitor Hadad David A. Hirshberg Ruohan Zhan Stefan Wager Susan Athey
+	CT Image Reconstruction by Spatial-Radon Domain Data-Driven Tight Frame Regularization	2016	Ruohan Zhan Bin Dong
+ PDF Chat	CT Image Reconstruction by Spatial-Radon Domain Data-Driven Tight Frame Regularization	2016	Ruohan Zhan Bin Dong

Common Coauthors

Coauthor	Papers Together
Susan Athey	11
Vitor Hadad	7
David A. Hirshberg	7
Zhengyuan Zhou	5
Zheng Dong	4
Zhimei Ren	4
Qingpeng Cai	4
Kun Gai	3
Peng Jiang	3
Stefan Wager	3
Xueliang Wang	3
Feng Yang	2
Peng Jiang	2
Peyman Milanfar	2
Tianyou Zuo	2
Bin Dong	2
Guanyu Mu	2
Zhenling Jiang	2
Jianfeng Wen	2
Qiang Su	2
Changhua Pei	2
Huiwen Chang	2
Wanqi Xue	2
Dong Zheng	2
Chi Zhang	2
Shuchang Liu	2
Shichao Han	2
Xiyang Luo	2
Yu‐Chen Hu	1
Guangwei Ding	1
Jingyuan Wang	1
Alex Beutel	1
Yunbei Xu	1
Zhenghai Xue	1
Emma Brunskill	1
Sanath Kumar Krishnamurthy	1
Craig Boutilier	1
Wanqi Xue	1
Chi Zhang	1
Ed H.	1
Jingyuan Wang	1
Ya Le	1
Xueliang Wang	1
Vasilis Syrgkanis	1
Bo An	1
Minmin Chen	1
Jie Zheng	1
Peng Jiang	1
Pinghua Gong	1
Ying Jin	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	ON THE LIKELIHOOD THAT ONE UNKNOWN PROBABILITY EXCEEDS ANOTHER IN VIEW OF THE EVIDENCE OF TWO SAMPLES	1933	W. R THOMPSON	5
+ PDF Chat	Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review	2004	Guido W. Imbens	4
+ PDF Chat	Optimal Dynamic Treatment Regimes	2003	Susan A. Murphy	4
+	Why adaptively collected data have negative bias and how to correct for it.	2017	Xinkun Nie Xiaoying Tian Jonathan Taylor James Zou	4
+ PDF Chat	OpenML	2014	Joaquin Vanschoren Jan N. van Rijn Bernd Bischl Luı́s Torgo	4
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao	4
+	Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy	2016	Alexander R. Luedtke Mark J. van der Laan	4
+ PDF Chat	A Tutorial on Thompson Sampling	2018	Daniel Russo Benjamin Van Roy Abbas Kazerouni Ian Osband Zheng Wen	4
+ PDF Chat	policytree: Policy learning via doubly robust empirical welfare maximization over trees	2020	Erik Sverdrup Ayush Kanodia Zhengyuan Zhou Susan Athey Stefan Wager	4
+ PDF Chat	Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms	2011	Lihong Li Wei Chu John Langford Xuanhui Wang	3
+ PDF Chat	Confidence intervals for policy evaluation in adaptive experiments	2021	Vitor Hadad David A. Hirshberg Ruohan Zhan Stefan Wager Susan Athey	3
+ PDF Chat	Causal Inference for Statistics, Social, and Biomedical Sciences	2015	Guido W. Imbens Donald B. Rubin	3
+	On conditional versus marginal bias in multi-armed bandits	2020	Jaehyeok Shin Aaditya Ramdas Alessandro Rinaldo	3
+	Fairness in Recommendation Ranking through Pairwise Comparisons	2019	Alex Beutel Jilin Chen Tulsee Doshi Hai Qian Li Wei Yi Wu Lukasz Heldt Zhe Zhao Lichan Hong Ed H.	2
+	Multiscale Adaptive Representation of Signals: I. The Basic Framework	2015	Cheng Tai E Weinan	2
+	Optimal and Adaptive Off-policy Evaluation in Contextual Bandits	2016	Yu-Xiang Wang Alekh Agarwal Miroslav Dudík	2
+	On the bias, risk and consistency of sample means in multi-armed bandits	2019	Jaehyeok Shin Aaditya Ramdas Alessandro Rinaldo	2
+	NECST: Neural Joint Source-Channel Coding.	2018	Kristy Choi Kedar Tatwawadi Tsachy Weissman Stefano Ermon	2
+ PDF Chat	Learning Preferences with Side Information	2019	Vivek F. Farias Andrew A. Li	2
+	Adversarial Machine Learning at Scale	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	2
+	Estimation Considerations in Contextual Bandits.	2017	Maria Dimakopoulou Susan Athey Guido W. Imbens	2
+	Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN	2017	Hyeungill Lee Sungyeob Han Jungwoo Lee	2
+	Introduction to Nonparametric Estimation	2008	Alexandre B. Tsybakov	2
+	Image restoration: A wavelet frame based model for piecewise smooth functions and beyond	2015	Jian‐Feng Cai Bin Dong Zuowei Shen	2
+ PDF Chat	Top-K Off-Policy Correction for a REINFORCE Recommender System	2019	Minmin Chen Alex Beutel Paul Covington Sagar Jain Francois Belletti Ed H.	2
+	SteganoGAN: Pushing the Limits of Image Steganography	2019	Kevin Alex Zhang Alfredo Cuesta-Infante Kalyan Veeramachaneni	2
+	Adaptive Treatment Assignment Methods and Clinical Trials	1977	Richard Simon	2
+	Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT	2009	Emil Y. Sidky Chien-Min Kao Xiaochuan Pan	2
+	Spectral Normalization for Generative Adversarial Networks	2018	Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida	2
+ PDF Chat	Sequential complexities and uniform martingale laws of large numbers	2014	Alexander Rakhlin Karthik Sridharan Ambuj Tewari	2
+ PDF Chat	Estimating optimal treatment regimes from a classification perspective	2012	Baqun Zhang Anastasios A. Tsiatis Marie Davidian Min Zhang Eric B. Laber	2
+ PDF Chat	Finding robust domain from attacks: A learning framework for blind watermarking	2019	Seung-Min Mun Seung-Hun Nam Han-Ul Jang Dongkyu Kim Heung-Kyu Lee	2
+	Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	2018	Anish Athalye Nicholas Carlini David Wagner	2
+	Framelets: MRA-based constructions of wavelet frames	2003	Ingrid Daubechies Bin Han Amos Ron Zuowei Shen	2
+ PDF Chat	An experimental design for the development of adaptive treatment strategies	2004	Susan A. Murphy	2
+	Randomization in Clinical Trials: Theory and Practice	2002	William F. Rosenberger John M. Lachin	2
+ PDF Chat	GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation	2010	Xun Jia Yifei Lou Ruijiang Li William Y. Song Steve Jiang	2
+ PDF Chat	Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality	2010	Hédy Attouch Jérôme Bolte Patrick Redont Antoine Soubeyran	2
+	Blocking Transferability of Adversarial Examples in Black-Box Learning Systems	2017	Hossein Hosseini Yize Chen Sreeram Kannan Baosen Zhang Radha Poovendran	2
+	Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013	Jérôme Bolte Shoham Sabach Marc Teboulle	2
+ PDF Chat	Practical Black-Box Attacks against Machine Learning	2017	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	2
+ PDF Chat	Learning to Optimize via Posterior Sampling	2014	Daniel Russo Benjamin Van Roy	2
+	Wavelets on graphs via spectral graph theory	2010	David K. Hammond Pierre Vandergheynst Rémi Gribonval	2
+ PDF Chat	Doubly robust learning for estimating individualized treatment with censored data	2014	Ying‐Qi Zhao Donglin Zeng Eric B. Laber Rui Song Ming Yuan M. R. Kosorok	2
+	Some aspects of the sequential design of experiments	1952	Herbert Robbins	2
+ PDF Chat	Statistical Methods Related to the Law of the Iterated Logarithm	1970	Herbert Robbins	2
+	Optimal Inference After Model Selection	2014	William Fithian Dennis L. Sun Jonathan Taylor	2
+ PDF Chat	Residual Weighted Learning for Estimating Individualized Treatment Rules	2015	Xin Zhou Nicole Mayer-Hamblett Umer Khan Michael R. Kosorok	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction	2010	Xiaoqun Zhang Martin Burger Xavier Bresson Stanley Osher	2