Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks Hao Zhang† , Shizhen Xu† , Graham Neubig, Wei Dai, Qirong Ho, Guangwen Yang, Eric P. Xing arXiv:1712.04048v1 [cs.LG] 11 Dec 2017

Source URL: arxiv.org

Discovering Conversational Dependencies between Messages in Dialogs Wenchao Du and Pascal Poupart Wei Xu David R. Cheriton School of Computer Science

Source URL: cs.uwaterloo.ca

End-to-end Learning of Semantic Role Labeling Using Recurrent Neural Networks Jie Zhou and Wei Xu Baidu Research {zhoujie01,wei.xu}@baidu.com

Source URL: www.aclweb.org

Research Article www.acsami.org Superhydrophobic SERS Substrates Based on Silver-Coated Reduced Graphene Oxide Gratings Prepared by Two-Beam Laser Interference Zhao-Xu Yan,‡ Yong-Lai Zhang,*,† Wei Wang,† Xiu-Yan Fu

Source URL: naspec.ap.eng.osaka-u.ac.jp

Temporal Difference Learning to Detect Unsafe System States Huazhong Ning∗ , Wei Xu† , Yue Zhou∗ , Yihong Gong† , Thomas Huang∗ ∗ ECE Department, U. of Illinois at Urbana-Champaign, Urbana, IL 61801. {hning2,

Source URL: www.ifp.illinois.edu

• Applied mathematics
• Artificial intelligence
• XT
• Learning
• Reinforcement learning
• Artificial neural network
• Machine learning
• Supervised learning

IMPROVING SPEAKER DIARIZATION BY CROSS EM REFINEMENT Huazhong Ning Wei Xu, Yihong Gong Thomas Huang

Source URL: www.ifp.illinois.edu

• Statistics
• Machine learning
• Cluster analysis
• Artificial intelligence
• Data mining
• Geostatistics
• Hierarchical clustering
• Speaker diarisation
• Image segmentation
• Mixture model
• Expectationmaximization algorithm
• Determining the number of clusters in a data set

Lightweight Anonymous Authentication for Ad Hoc Group: A Ring Signature Approach Xu Yang1, Wei Wu1, Joseph K. Liu2, and Xiaofeng Chen3 1Fujian

Source URL: security-lab.jaist.ac.jp

Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent Wei Xu

Source URL: arxiv.org

• Econometrics
• Estimation theory
• Statistical theory
• M-estimators
• Regression analysis
• Loss function
• Stochastic gradient descent
• Linear regression

DETECTING UNSAFE DRIVING PATTERNS USING DISCRIMINATIVE LEARNING Yue Zhou†, Wei Xu‡, Huazhong Ning†, Yihong Gong‡, Thomas S. Huang† †Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61

Source URL: www.ifp.illinois.edu

• Machine learning
• Conditional random field
• Pattern recognition
• Supervised learning
• Hidden Markov model
• Support vector machine
• Semi-supervised learning
• Expectationmaximization algorithm
• Mixture model
• Artificial neural network
• Viterbi algorithm

Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities Huazhong Ning∗ Wei Xu†

Source URL: www.ifp.illinois.edu

• Matrix theory
• Linear algebra
• Abstract algebra
• Eigenvalues and eigenvectors
• Singular value decomposition
• Spectral clustering
• Graph partition
• Cluster analysis
• Eigendecomposition of a matrix
• Matrix
• Symmetric matrix
• K-means clustering