Articles with public access mandates - Yuan YAOLearn more
Available somewhere: 55
Topological methods for exploring low-density states in biomolecular folding pathways
Y Yao, J Sun, X Huang, GR Bowman, G Singh, M Lesnick, LJ Guibas, ...
The Journal of chemical physics 130 (14), 04B614, 2009
Mandates: US National Institutes of Health
Cross-validation based adaptation for regularization operators in learning theory
A Caponnetto, Y Yao
Analysis and Applications 8 (02), 161-183, 2010
Mandates: US National Institutes of Health
Structural insight into RNA hairpin folding intermediates
GR Bowman, X Huang, Y Yao, J Sun, G Carlsson, LJ Guibas, VS Pande
Journal of the American Chemical Society 130 (30), 9676-9678, 2008
Mandates: US National Institutes of Health
Online learning as stochastic approximation of regularization paths: optimality and almost-sure convergence
P Tarres, Y Yao
IEEE Transactions on Information Theory 60 (9), 5716-5735, 2014
Mandates: Chinese Academy of Sciences, National Natural Science Foundation of China
Interestingness prediction by robust learning to rank
Y Fu, TM Hospedales, T Xiang, S Gong, Y Yao
European Conference on Computer Vision (ECCV), 488-503, 2014
Mandates: National Natural Science Foundation of China
Global Convergence of Block Coordinate Descent in Deep Learning
J Zeng, TTK Lau, S Lin, Y Yao
Proceedings of the 36th International Conference on Machine Learning (ICML …, 2019
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Constructing multi-resolution Markov State Models (MSMs) to elucidate RNA hairpin folding mechanisms
X Huang, Y Yao, GR Bowman, J Sun, LJ Guibas, G Carlsson, VS Pande
Pacific Symposium on Biocomputing, 228-239, 2010
Mandates: US National Institutes of Health
Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications
Q Wang, H Zhu, W Hu, Z Shen, Y Yao
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Mandates: National Natural Science Foundation of China
Sparse recovery via differential inclusions
S Osher, F Ruan, J Xiong, Y Yao, W Yin
Applied and Computational Harmonic Analysis 41 (2), 436-469, 2016
Mandates: US National Science Foundation, National Natural Science Foundation of China
Hierarchical Nyström methods for constructing Markov state models for conformational dynamics
Y Yao, RZ Cui, GR Bowman, DA Silva, J Sun, X Huang
The Journal of chemical physics 138 (17), 05B602_1, 2013
Mandates: Research Grants Council, Hong Kong
Robust subjective visual property prediction from crowdsourced pairwise labels
Y Fu, T Hospedales, T Xiang, J Xiong, S Gong, Y Wang, Y Yao
IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (3), 563-577, 2016
Mandates: National Natural Science Foundation of China
How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning.
Y Wang, L Zhang, Y Yao, Y Fu
IEEE Transactions on Pattern Analysis and Machine Intelligence, https://doi …, 2021
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding.
J Zeng, Q Chen, Y Liu, M Wang, Y Yao
AAAI Conference on Artificial Intelligence, 2021
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Robust Estimation and Generative Adversarial Networks.
C Gao, J Liu, Y Yao, W Zhu
International Conference on Learning Representations (ICLR), New Orleans …, 2019
Mandates: US National Science Foundation, National Natural Science Foundation of China …
Adversarial Robustness of Stabilized Neural ODE Might be from Obfuscated Gradients.
Y Huang, Y Yu, H Zhang, Y Ma, Y Yao
Mathematical and Scientific Machine Learning (MSML), August 16-19, 2021 …, 2021
Mandates: US Department of Defense, Research Grants Council, Hong Kong
On ADMM in Deep Learning: Convergence and Saturation-Avoidance
J Zeng, SB Lin, Y Yao, DX Zhou
Journal of Machine Learning Research 22 (199), 1−67, 2021
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Stochastic Non-Convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
K Ma, J ZENG, J Xiong, Q Xu, X Cao, W Liu, Y Yao
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans …, 2018
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning
B Zhao, X Sun, Y Fu, Y Yao, Y Wang
35th International Conference on Machine Learning (ICML), Stockholm, Sweden 80, 2018
Mandates: National Natural Science Foundation of China
Split LBI: An iterative regularization path with structural sparsity
C Huang, X Sun, J Xiong, Y Yao
Advances In Neural Information Processing Systems, 3369-3377, 2016
Mandates: National Natural Science Foundation of China
Exploring Outliers in Crowdsourced Ranking for QoE
Q Xu, M Yan, C Huang, J Xiong, Q Huang, Y Yao
ACM Multimedia 2017 (Oral presentation), Mountain View, California,, 2017
Mandates: US National Science Foundation, US Department of Defense, Chinese Academy of …
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