Wei Xiao
Wei Xiao
Applied Scientist, AWS AI
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Prognosis and diagnosis of Parkinson's disease using multi-task learning
S Emrani, A McGuirk, W Xiao
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
322017
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults
W Xiao
International Journal of Prognostics and Health Management 7, 2016
192016
Online robust principal component analysis with change point detection
W Xiao, X Huang, F He, J Silva, S Emrani, A Chaudhuri
IEEE Transactions on Multimedia 22 (1), 59-68, 2019
152019
Sampling method for fast training of support vector data description
A Chaudhuri, D Kakde, M Jahja, W Xiao, S Kong, H Jiang, S Percdriy
2018 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2018
132018
Rheumatoid arthritis disease progression modeling
R Reeve, L Pang, B Ferguson, M O’Kelly, S Berry, W Xiao
Therapeutic innovation & regulatory science 47 (6), 641-650, 2013
102013
Novel online algorithms for nonparametric correlations with application to analyze sensor data
W Xiao
2019 IEEE International Conference on Big Data (Big Data), 404-412, 2019
9*2019
Robust regression for optimal individualized treatment rules
W Xiao, HH Zhang, W Lu
Statistics in medicine 38 (11), 2059-2073, 2019
92019
ConvexLAR: an extension of least angle regression
W Xiao, Y Wu, H Zhou
Journal of Computational and Graphical Statistics 24 (3), 603-626, 2015
92015
Joint structure selection and estimation in the time-varying coefficient Cox model
W Xiao, W Lu, HH Zhang
Statistica Sinica 26 (2), 547, 2016
82016
Bingo at ijcnlp-2017 task 4: Augmenting data using machine translation for cross-linguistic customer feedback classification
H Elfardy, M Srivastava, W Xiao, J Kramer, T Agarwal
Proceedings of the IJCNLP 2017, Shared Tasks, 59-66, 2017
42017
Monitoring, detection, and surveillance system using principal component analysis with machine and sensor data
W Xiao, JMG da Silva, S Emrani, A Chaudhuri
US Patent 10,303,954, 2019
32019
Fast training of support vector data description using sampling
A Chaudhuri, DV Kakde, M Jahja, W Xiao, SH Kong, H Jiang, S Peredriy
US Patent 9,830,558, 2017
32017
Benefits of model-based drug development: a rigorous, planned case study
R Reeve, S Berry, W Xiao, B Ferguson, M Thürk, R Goetz
Communications in Statistics-Simulation and Computation 44 (9), 2210-2222, 2015
32015
Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding
Z Gao, R Arava, Q Hu, X Gao, T Mohamed, W Xiao, M AbdelHady
Proc. Interspeech 2021, 4199-4203, 2021
12021
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants
Q Hu, T Mohamed, W Xiao, Z Gao, X Gao, R Arava, X Ma, M AbdelHady
EMNLP NLP4ConvAI workshop, 2021, 2021
2021
Pairwise Supervised Contrastive Learning of Sentence Representations
D Zhang, SW Li, W Xiao, H Zhu, R Nallapati, AO Arnold, B Xiang
EMNLP 2021, 2021
2021
X-SHOT: Learning to Rank Voice Applications via Cross-Locale Shard-based Co-Training
Z Gao, R Arava, Q Hu, X Gao, T Mohamed, W Xiao, M Abdelhady
MLSLP, 2021
2021
Two-stage Voice Application Recommender System for Unhandled Utterance in Intelligent Personal Assistant
W Xiao, Q Hu, T Mohamed, Z Gao, X Gao, R Arava, M Abdelhady
IRS2021 KDD workshop, 2021
2021
Graphire: Novel Intent Discovery with Pretraining on Prior Knowledge using Contrastive Learning
X Gao, R Arava, Q Hu, T Mohamed, W Xiao, Z Gao, M Abdelhady
Pretrain KDD workshop, 2021
2021
Data processing with streaming data
W Xiao
US Patent 10,289,619, 2019
2019
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