Yi Wang

Publication Activity (10 Years)

Years Active: 2006-2015
Publications (10 Years): 1

Top Topics

Graph Clustering

Inference In Bayesian Networks

Categorical Values

Bayesian Reinforcement Learning

Top Venues

ACM Trans. Multim. Comput. Commun. Appl.

Int. J. Approx. Reason.

Publications

Tengfei Liu, Nevin Lianwen Zhang, Peixian Chen, April Hua Liu, Leonard K. M. Poon, Yi Wang
Greedy learning of latent tree models for multidimensional clustering. Mach. Learn. 98 (1-2) (2015)
Xinxi Wang, Yi Wang, David Hsu, Ye Wang
Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach. ACM Trans. Multim. Comput. Commun. Appl. 11 (1) (2014)
Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, James Cheng
GBAGC: A General Bayesian Framework for Attributed Graph Clustering. ACM Trans. Knowl. Discov. Data 9 (1) (2014)
Yi Wang, Nevin Lianwen Zhang, Tao Chen
Latent Tree Models and Approximate Inference in Bayesian Networks. CoRR (2014)
Zhiqiang Xu, Yiping Ke, Yi Wang
A Fast Inference Algorithm for Stochastic Blockmodel. ICDM (2014)
Yi Wang, Nevin Lianwen Zhang, Tao Chen, Leonard K. M. Poon
LTC: A latent tree approach to classification. Int. J. Approx. Reason. 54 (4) (2013)
Xinxi Wang, Yi Wang, David Hsu, Ye Wang
Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach. CoRR (2013)
Tao Chen, Nevin Lianwen Zhang, Tengfei Liu, Kin Man Poon, Yi Wang
Model-based multidimensional clustering of categorical data. Artif. Intell. 176 (1) (2012)
Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, James Cheng
A model-based approach to attributed graph clustering. SIGMOD Conference (2012)
Yi Wang, Kok Sung Won, David Hsu, Wee Sun Lee
Monte Carlo Bayesian Reinforcement Learning. ICML (2012)
Tengfei Liu, Nevin Lianwen Zhang, Kin Man Poon, Yi Wang, Hua Liu
Fast Multidimensional Clustering of Categorical Data. MultiClust@ECML/PKDD (2011)
Yi Wang, Nevin Lianwen Zhang, Tao Chen, Leonard K. M. Poon
Latent Tree Classifier. ECSQARU (2011)
Leonard K. M. Poon, Nevin Lianwen Zhang, Tao Chen, Yi Wang
Variable Selection in Model-Based Clustering: To Do or To Facilitate. ICML (2010)
Tao Chen, Nevin Lianwen Zhang, Yi Wang
The Role of Operation Granularity in Search-Based Learning of Latent Tree Models. JSAI-isAI Workshops (2010)
Yi Wang, Nevin Lianwen Zhang, Tao Chen
Latent Tree Models and Approximate Inference in Bayesian Networks. J. Artif. Intell. Res. 32 (2008)
Nevin Lianwen Zhang, Shihong Yuan, Tao Chen, Yi Wang
Latent tree models and diagnosis in traditional Chinese medicine. Artif. Intell. Medicine 42 (3) (2008)
Nevin Lianwen Zhang, Yi Wang, Tao Chen
Discovery of latent structures: Experience with the CoIL Challenge 2000 data set. J. Syst. Sci. Complex. 21 (2) (2008)
Yi Wang, Nevin Lianwen Zhang, Tao Chen
Latent Tree Models and Approximate Inference in Bayesian Networks. AAAI (2008)
Nevin Lianwen Zhang, Shihong Yuan, Tao Chen, Yi Wang
Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine. AIME (2007)
Yi Wang, Nevin Lianwen Zhang
Severity of Local Maxima for the EM Algorithm: Experiences with Hierarchical Latent Class Models. Probabilistic Graphical Models (2006)