Följ
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
4662015
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
2002019
Safe Reinforcement Learning in Constrained Markov Decision Processes
A Wachi, Y Sui
International Conference on Machine Learning (ICML), 2020
1992020
Stagewise safe bayesian optimization with Gaussian processes
Y Sui, V Zhuang, JW Burdick, Y Yue
International Conference on Machine Learning (ICML), 2018
1822018
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
1582018
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
1202020
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
1052013
Multi-dueling bandits with dependent arms
Y Sui, V Zhuang, JW Burdick, Y Yue
Conference on Uncertainty in Artificial Intelligence (UAI), 2017
892017
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
872020
Advancements in Dueling Bandits.
Y Sui, M Zoghi, K Hofmann, Y Yue
International Joint Conference on Artificial Intelligence (IJCAI), 5502-5510, 2018
762018
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
652020
Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality
S Zhang, Z Cao, D Sadigh, Y Sui
Neural Information Processing Systems (NeurIPS), 2021
582021
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
542019
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
462021
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
452021
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
302019
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
252013
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
242017
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
212022
No-Regret Reinforcement Learning with Heavy-Tailed Rewards
V Zhuang, Y Sui
Artificial Intelligence and Statistics Conference (AISTATS), 2021
172021
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Artiklar 1–20