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Yang Wenzhuo
Yang Wenzhuo
Salesforce Research
Verified email at nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
A Non-Parametric Generative Model for Human Trajectories
K Ouyang, S Reza, D Rosenblum, W Yang
The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), 2018
1222018
Distributionally robust chance constraints for non-linear uncertainties
W Yang, H Xu
Mathematical Programming 155, 231-265, 2016
592016
Online collaborative learning for open-vocabulary visual classifiers
H Zhang, X Shang, W Yang, H Xu, H Luan, TS Chua
Proceedings of the IEEE conference on computer vision and pattern …, 2016
512016
Streaming sparse principal component analysis
W Yang, H Xu
International Conference on Machine Learning, 494-503, 2015
372015
Consistent depth maps recovery from a trinocular video sequence
W Yang, G Zhang, H Bao, J Kim, HY Lee
2012 IEEE Conference on Computer Vision and Pattern Recognition, 1466-1473, 2012
262012
Merlion: A machine learning library for time series
A Bhatnagar, P Kassianik, C Liu, T Lan, W Yang, R Cassius, D Sahoo, ...
arXiv preprint arXiv:2109.09265, 2021
252021
Method and apparatus for recovering depth information of image
J Kim, G Zhang, DS Park, HY Lee, H Bao, W Yang
US Patent 8,855,408, 2014
212014
A unified robust regression model for lasso-like algorithms
W Yang, H Xu
International Conference on Machine Learning, 585-593, 2013
212013
A divide and conquer framework for distributed graph clustering
W Yang, H Xu
International Conference on Machine Learning, 504-513, 2015
142015
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges
Q Cheng, D Sahoo, A Saha, W Yang, C Liu, G Woo, M Singh, S Saverese, ...
arXiv preprint arXiv:2304.04661, 2023
122023
A unified framework for outlier-robust PCA-like algorithms
W Yang, H Xu
International Conference on Machine Learning, 484-493, 2015
92015
A transparent learning approach for attack prediction based on user behavior analysis
P Shao, J Lu, RK Wong, W Yang
Information and Communications Security: 18th International Conference …, 2016
82016
AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning
M Hu, W Yang, Z Luo, X Liu, Y Zhou, X Chen, D Wu
IEEE Transactions on Mobile Computing, 2022
72022
Causality-based multivariate time series anomaly detection
W Yang, K Zhang, SCH Hoi
arXiv preprint arXiv:2206.15033, 2022
52022
Mace: An efficient model-agnostic framework for counterfactual explanation
W Yang, J Li, C Xiong, SCH Hoi
arXiv preprint arXiv:2205.15540, 2022
52022
The coherent loss function for classification
W Yang, M Sim, H Xu
International Conference on Machine Learning, 37-45, 2014
52014
LogAI: A Library for Log Analytics and Intelligence
Q Cheng, A Saha, W Yang, C Liu, D Sahoo, S Hoi
arXiv preprint arXiv:2301.13415, 2023
32023
On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation
W Yang, J Li, C Li, L Barnett, M Anderle, S Arajarvi, H Utharavalli, C Xiong, ...
Proceedings of the 30th ACM International Conference on Information and …, 2021
32021
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes
W Yang, K Zhang, S Hoi
22022
Diversity and Explainability Parameters for Recommendation Accuracy in Machine Learning Recommendation Systems
W Yang, J Li, C Li, L Barnett, M Anderle, S Arajarvi, H Utharavalli, C Xiong, ...
US Patent App. 17/093,885, 2021
22021
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