Yanan Sui

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Yisong YueCalifornia Institute of Technology; Asari AI; Latitude AIGeverifieerd e-mailadres voor caltech.edu
Akifumi WachiChief Research Scientist, LY CorporationGeverifieerd e-mailadres voor lycorp.co.jp
Vincent ZhuangGoogle DeepMindGeverifieerd e-mailadres voor google.com
Maegan TuckerAssistant Professor, Georgia Institute of TechnologyGeverifieerd e-mailadres voor gatech.edu
Aaron D. AmesBren Professor, Mechanical and Civil Engineering, Control and Dynamical Systems, CaltechGeverifieerd e-mailadres voor cds.caltech.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichGeverifieerd e-mailadres voor inf.ethz.ch
Alkis GotovosMax Planck Institute for Software Systems (MPI-SWS)Geverifieerd e-mailadres voor mpi-sws.org
Liang SheCalifornia Institute of TechnologyGeverifieerd e-mailadres voor caltech.edu
Yunyue WeiTsinghua UniversityGeverifieerd e-mailadres voor mails.tsinghua.edu.cn
Dorsa SadighStanford UniversityGeverifieerd e-mailadres voor cs.stanford.edu
Hesheng LiuProfessor, Changping Laboratory & Peking University, BeijingGeverifieerd e-mailadres voor nmr.mgh.harvard.edu
Juan Carlos NieblesResearch Director (Salesforce) & Adjunct Professor (Stanford University)Geverifieerd e-mailadres voor cs.stanford.edu
De-An HuangStanford UniversityGeverifieerd e-mailadres voor cs.stanford.edu
Li Fei-FeiProfessor of Computer Science, Stanford UniversityGeverifieerd e-mailadres voor cs.stanford.edu
Chien-Yi ChangPhD Candidate, Stanford UniversityGeverifieerd e-mailadres voor stanford.edu
Masahiro onoSupervisor, Robotic Mobility Group, Jet Propulsion LaboratoryGeverifieerd e-mailadres voor jpl.nasa.gov
Yibing WeiPhD Student, University of Wisconsin-MadisonGeverifieerd e-mailadres voor wisc.edu
Yue ChenChangping Laboratory, BeijingGeverifieerd e-mailadres voor mails.tsinghua.edu.cn
Claudia K KannCalifornia Institute of TechnologyGeverifieerd e-mailadres voor caltech.edu
Linda J. RichardsBrain Development and Disorders Laboratory, Washington University in St Louis_NeuroscienceGeverifieerd e-mailadres voor wustl.edu

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Yanan Sui

Tsinghua University

Geverifieerd e-mailadres voor tsinghua.edu.cn - Homepage

Optimization and Control Machine Learning Neural Engineering Robotics


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Safe exploration for optimization with Gaussian processes Y Sui, A Gotovos, JW Burdick, A Krause International Conference on Machine Learning (ICML) 37, 997-1005, 2015	446	2015
Safe Reinforcement Learning in Constrained Markov Decision Processes A Wachi, Y Sui International Conference on Machine Learning (ICML), 2020	190	2020
D3TW: Discriminative differentiable dynamic time warping for weakly supervised action alignment and segmentation CY Chang, DA Huang, Y Sui, L Fei-Fei, JC Niebles IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3546-3555, 2019	189	2019
Stagewise safe bayesian optimization with Gaussian processes Y Sui, V Zhuang, JW Burdick, Y Yue International Conference on Machine Learning (ICML), 2018	173	2018
Safe exploration and optimization of constrained MDPs using Gaussian processes A Wachi, Y Sui, Y Yue, M Ono AAAI Conference on Artificial Intelligence (AAAI), 2018	155	2018
Preference-Based Learning for Exoskeleton Gait Optimization M Tucker, E Novoseller, C Kann, Y Sui, Y Yue, J Burdick, AD Ames International Conference on Robotics and Automation (ICRA), 2020	115	2020
Axon position within the corpus callosum determines contralateral cortical projection J Zhou, Y Wen, L She, Y Sui, L Liu, LJ Richards, M Poo Proceedings of the National Academy of Sciences (PNAS) 110 (29), E2714-E2723, 2013	105	2013
Multi-dueling bandits with dependent arms Y Sui, V Zhuang, JW Burdick, Y Yue Conference on Uncertainty in Artificial Intelligence (UAI), 2017	89	2017
Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation B Zhu, H Fang, Y Sui, L Li AAAI/ACM Conference on AI, Ethics, and Society (AIES), 414-420, 2020	83	2020
Advancements in Dueling Bandits. Y Sui, M Zoghi, K Hofmann, Y Yue International Joint Conference on Artificial Intelligence (IJCAI), 5502-5510, 2018	75	2018
Dueling posterior sampling for preference-based reinforcement learning ER Novoseller, Y Wei, Y Sui, Y Yue, JW Burdick Conference on Uncertainty in Artificial Intelligence (UAI), 2020	63	2020
Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality S Zhang, Z Cao, D Sadigh, Y Sui Neural Information Processing Systems (NeurIPS), 2021	56	2021
Automatic Sleep Stage Classification Based on Subthalamic Local Field Potentials Y Chen, C Gong, H Hao, Y Guo, S Xu, Y Zhang, G Yin, X Cao, A Yang, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (2 …, 2019	52	2019
Deep Brain Stimulation Initiative: Toward Innovative Technology, New Disease Indications, and Approaches to Current and Future Clinical Challenges in Neuromodulation Therapy Y Sui, Y Tian, WKD Ko, Z Wang, F Jia, A Horn, D De Ridder, KS Choi, ... Frontiers in Neurology 11, 2021	43	2021
ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes K Li, M Tucker, E Bıyık, E Novoseller, JW Burdick, Y Sui, D Sadigh, Y Yue, ... International Conference on Robotics and Automation (ICRA), 2021	42	2021
Motor Control After Human SCI Through Activation of Muscle Synergies Under Spinal Cord Stimulation R Cheng, Y Sui, D Sayenko, JW Burdick IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (6 …, 2019	30	2019
Tonotopic reorganization and spontaneous firing in inferior colliculus during both short and long recovery periods after noise overexposure F Wang, L Zuo, B Hong, D Han, EM Range, L Zhao, Y Sui, W Guo, L Liu Journal of Biomedical Science 20 (1), 91, 2013	25	2013
Correlational dueling bandits with application to clinical treatment in large decision spaces Y Sui, Y Yue, JW Burdick International Joint Conference on Artificial Intelligence (IJCAI), 2017	23	2017
Deep brain–machine interfaces: sensing and modulating the human deep brain Y Sui, H Yu, C Zhang, Y Chen, C Jiang, L Li National Science Review 9 (10), nwac212, 2022	18	2022
No-Regret Reinforcement Learning with Heavy-Tailed Rewards V Zhuang, Y Sui Artificial Intelligence and Statistics Conference (AISTATS), 2021	17	2021

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