Papers
Revisiting Gaussian Process Dynamical Models
Jing Zhao, Shiliang Sun
Discriminative Reordering Model Adaptation via Structural Learning
Biao Zhang, Jinsong Su, Deyi Xiong et al.
Auxiliary Information Regularized Machine for Multiple Modality Feature Learning
Yang Yang, Han-Jia Ye, De-Chuan Zhan et al.
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model
Rui Yan, Yiping Song, Cheng-Te Li et al.
Cognitive Modelling for Predicting Examinee Performance
Runze Wu, Qi Liu, Yuping Liu et al.
Correcting Covariate Shift with the Frank-Wolfe Algorithm
Junfeng Wen, Russell Greiner, Dale Schuurmans
Regression Model Fitting under Differential Privacy and Model Inversion Attack
Yue Wang, Cheng Si, Xintao Wu
Detecting Emotions in Social Media: A Constrained Optimization Approach
Yichen Wang, Aditya Pal
Medical Synonym Extraction with Concept Space Models
Chang Wang, Liangliang Cao, Bowen Zhou
Information Gathering in Networks via Active Exploration
Adish Singla, Eric Horvitz, Pushmeet Kohli et al.
Portfolio Choices with Orthogonal Bandit Learning
Weiwei Shen, Jun Wang, Yu-Gang Jiang et al.
Analysis of Sampling Algorithms for Twitter
Deepan Subrahmanian Palguna, Vikas Joshi, Venkatesan Chakaravarthy et al.
Mobility Profiling for User Verification with Anonymized Location Data
Miao Lin, Hong Cao, Vincent Zheng et al.
Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction
Wenbin Jiang, Qun Liu, Thepchai Supnithi
Multi-Label Active Learning: Query Type Matters
Sheng-Jun Huang, Songcan Chen, Zhi-Hua Zhou
On the Consistency of AUC Pairwise Optimization
Wei Gao, Zhi-Hua Zhou
Greedy Structure Search for Sum-Product Networks
Aaron Dennis, Dan Ventura
Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm
Matteo Denitto, Alessandro Farinelli, Manuele Bicego
Using a Recursive Neural Network to Learn an Agent's Decision Model for Plan Recognition
Francis Bisson, Hugo Larochelle, Froduald Kabanza
From Raw Sensor Data to Detailed Spatial Knowledge
Peng Zhang, Jae Hee Lee, Jochen Renz
Automatic Generation of Raven’s Progressive Matrices
Ke Wang, Zhendong Su
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages
Denis Deratani Maua, Cassio Polpo de Campos, Fabio Gagliardi Cozman
A Simple Probabilistic Extension of Modal Mu-calculus
Wanwei Liu, Lei Song, Ji Wang et al.
A Common-Sense Conceptual Categorization System Integrating Heterogeneous Proxytypes and the Dual Process of Reasoning
Antonio Lieto, Daniele Paolo Radicioni, Valentina Rho