Chong Wang

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Variance Reduction for Stochastic Gradient Optimization

Xi Chen, Alexander J. Smola, Chong Wang, 2013, NIPS.

Stochastic variational inference pdf

Chong Wang, David M. Blei, Matthew D. Hoffman, 2012, J. Mach. Learn. Res..

Collaborative topic modeling for recommending scientific articles

Chong Wang, David M. Blei, D. Blei, 2011, KDD.

The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling

Chong Wang, Katherine A. Heller, David M. Blei, 2010, ICML.

Online Variational Inference for the Hierarchical Dirichlet Process

Chong Wang, David M. Blei, John W. Paisley, 2011, AISTATS.

Focused Topic Models

D. Blei, K. Heller, Chong Wang, 2009 .

An Adaptive Learning Rate for Stochastic Variational Inference

Chong Wang, Eric P. Xing, David M. Blei, 2013, ICML.

Continuous Time Dynamic Topic Models

Chong Wang, David Heckerman, David M. Blei, 2008, UAI.

Variational inference in nonconjugate models

Chong Wang, David M. Blei, D. Blei, 2012, J. Mach. Learn. Res..

Simultaneous image classification and annotation

Chong Wang, Fei-Fei Li, David M. Blei, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency pdf

Chong Wang, Jianfeng Gao, John W. Paisley, 2016, ICLR.

Nested Hierarchical Dirichlet Processes

Chong Wang, Michael I. Jordan, David M. Blei, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Reading Tea Leaves: How Humans Interpret Topic Models

Chong Wang, Sean Gerrish, David M. Blei, 2009, NIPS.

Asymptotically Exact, Embarrassingly Parallel MCMC pdf

Chong Wang, Eric P. Xing, Willie Neiswanger, 2013, UAI.

Dynamic Language Models for Streaming Text

Chong Wang, Eric P. Xing, Noah A. Smith, 2014, TACL.

Nonparametric Mixed Membership Modelling Using the IBP Compound Dirichlet Process

D. Blei, K. Heller, Chong Wang, 2011 .

The Discrete Innite Logistic Normal Distribution

D. Blei, Chong Wang, J. Paisley, 2011, 1103.4789.

A General Method for Robust Bayesian Modeling

Chong Wang, David M. Blei, D. Blei, 2015, Bayesian Analysis.

Fast Large-scale Mixture Modeling with Component-specific Data Partitions

Bo Thiesson, Chong Wang, Chong Wang, 2010, NIPS.

Modeling Overlapping Communities with Node Popularities

Chong Wang, David M. Blei, Prem Gopalan, 2013, NIPS.

A Split-Merge MCMC Algorithm for the Hierarchical Dirichlet Process pdf

Chong Wang, David M. Blei, D. Blei, 2012, ArXiv.

Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process

Chong Wang, David M. Blei, D. Blei, 2009, NIPS.

Markov Topic Models

Bo Thiesson, Chong Wang, David M. Blei, 2009, AISTATS.

Truncation-free stochastic variational inference for Bayesian nonparametric models

D. Blei, Chong Wang, 2012, NIPS 2012.

Modeling Citation Networks Using Latent Random Offsets

Chong Wang, Eric P. Xing, Willie Neiswanger, 2014, UAI.

Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)

Alexander J. Smola, Chong Wang, Jing Jiang, 2014, KDD.

Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data pdf

HaiYing Wang, Chong Wang, Aonan Zhang, 2021, NeurIPS.

Fully Supervised Speaker Diarization

Quan Wang, Chong Wang, John W. Paisley, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Truncation-free Online Variational Inference for Bayesian Nonparametric Models

Chong Wang, David M. Blei, D. Blei, 2012, NIPS.

Community Specific Temporal Topic Discovery from Social Media pdf

Junjie Yao, Chong Wang, Eric P. Xing, 2013, ArXiv.

Reading Tea Leaves: How Humans Interpret Topic Models

Jordan L. Boyd-Graber, Jonathan D. Chang, D. Blei, 2009, NIPS.

Personalized collaborative clustering

Yisong Yue, Carlos Guestrin, Chong Wang, 2014, WWW.

Variational Inference for the Nested Chinese Restaurant Process

Chong Wang, David M. Blei, D. Blei, 2009, NIPS.

Reading Tea Leaves: How Humans Interpret Topic Models

Jordan L. Boyd-Graber, Jonathan D. Chang, D. Blei, 2009, NIPS.

Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)

Alex Smola, Chong Wang, Chao-Yuan Wu, 2014, KDD.

A Nested HDP for Hierarchical Topic Models

Chong Wang, Michael I. Jordan, David M. Blei, 2013, ICLR.

Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums pdf

Carolyn Penstein Rosé, Chong Wang, Eric P. Xing, 2015, ArXiv.