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Yanan Sui
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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
4242015
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
1832019
Safe Reinforcement Learning in Constrained Markov Decision Processes
A Wachi, Y Sui
International Conference on Machine Learning (ICML), 2020
1712020
Stagewise safe bayesian optimization with Gaussian processes
Y Sui, V Zhuang, JW Burdick, Y Yue
International Conference on Machine Learning (ICML), 2018
1632018
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
1452018
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
1042013
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
972020
Multi-dueling bandits with dependent arms
Y Sui, V Zhuang, JW Burdick, Y Yue
Conference on Uncertainty in Artificial Intelligence (UAI), 2017
882017
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
722020
Advancements in Dueling Bandits.
Y Sui, M Zoghi, K Hofmann, Y Yue
International Joint Conference on Artificial Intelligence (IJCAI), 5502-5510, 2018
682018
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
572020
Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality
S Zhang, Z Cao, D Sadigh, Y Sui
Neural Information Processing Systems (NeurIPS), 2021
502021
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
502019
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
382021
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
352021
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
272019
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
232017
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
232013
Forward transport of proteins in the plasma membrane of migrating cerebellar granule cells
D Wang, L She, Y Sui, X Yuan, Y Wen, M Poo
Proceedings of the National Academy of Sciences 109 (51), E3558-E3567, 2012
152012
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
142022
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Articles 1–20