Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yanan Sui

Yanan Sui

Stanford University

Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease


May 31, 2021
Hao Fang, Chen Gong, Chen Zhang, Yanan Sui, Luming Li

* 12 pages, 5 figures, proceedings of the Machine Learning for Health NeurIPS Workshop, PMLR 136:114-125, 2020 

  Access Paper or Ask Questions

No-Regret Reinforcement Learning with Heavy-Tailed Rewards


Feb 25, 2021
Vincent Zhuang, Yanan Sui

* AISTATS 21 

  Access Paper or Ask Questions

ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes


Nov 09, 2020
Kejun Li, Maegan Tucker, Erdem Bıyık, Ellen Novoseller, Joel W. Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames

* 6 pages; 7 figures 

  Access Paper or Ask Questions

Imitation with Neural Density Models


Oct 19, 2020
Kuno Kim, Akshat Jindal, Yang Song, Jiaming Song, Yanan Sui, Stefano Ermon


  Access Paper or Ask Questions

Safe Reinforcement Learning in Constrained Markov Decision Processes


Aug 15, 2020
Akifumi Wachi, Yanan Sui

* 10 pages, 6 figures, Accepted to ICML2020 

  Access Paper or Ask Questions

Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation


Feb 07, 2020
Bingquan Zhu, Hao Fang, Yanan Sui, Luming Li

* Accepted for publication at the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) 2020 

  Access Paper or Ask Questions

Preference-Based Learning for Exoskeleton Gait Optimization


Sep 26, 2019
Maegan Tucker, Ellen Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel Burdick, Aaron D. Ames

* 7 pages, 7 figures 

  Access Paper or Ask Questions

Dueling Posterior Sampling for Preference-Based Reinforcement Learning


Aug 04, 2019
Ellen R. Novoseller, Yanan Sui, Yisong Yue, Joel W. Burdick

* 8 pages before references and Appendix; 35 pages total; 3 figures; 1 table 

  Access Paper or Ask Questions

D${}^3$TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation


Jan 09, 2019
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 8 figures 

  Access Paper or Ask Questions

Stagewise Safe Bayesian Optimization with Gaussian Processes


Jun 20, 2018
Yanan Sui, Vincent Zhuang, Joel W. Burdick, Yisong Yue

* International Conference on Machine Learning (ICML) 2018 

  Access Paper or Ask Questions

Quantifying Performance of Bipedal Standing with Multi-channel EMG


Nov 21, 2017
Yanan Sui, Kun ho Kim, Joel W. Burdick

* IROS 2017 

  Access Paper or Ask Questions

Bellman Gradient Iteration for Inverse Reinforcement Learning


Jul 24, 2017
Kun Li, Yanan Sui, Joel W. Burdick


  Access Paper or Ask Questions

Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces


Jul 08, 2017
Yanan Sui, Yisong Yue, Joel W. Burdick


  Access Paper or Ask Questions

Multi-dueling Bandits with Dependent Arms


Apr 29, 2017
Yanan Sui, Vincent Zhuang, Joel W. Burdick, Yisong Yue


  Access Paper or Ask Questions