mingyuan zhou
Information about AI from the News, Publications, and Conferences
Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis
If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Texas > Travis County > Austin (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > China > Shaanxi Province > Xi'an (0.04)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)
- Information Technology > Communications (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
- North America > United States > Texas > Travis County > Austin (0.14)
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- Asia > Middle East > Jordan (0.04)
- (4 more...)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.67)
- (2 more...)
Poisson-Randomized Gamma Dynamical Systems
Aaron Schein, Scott Linderman, Mingyuan Zhou, David Blei, Hanna Wallach
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- Africa > South Sudan (0.04)
- Africa > Senegal > Kolda Region > Kolda (0.04)
- (5 more...)
- Government (0.93)
- Health & Medicine (0.68)
- Information Technology > Data Science (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.46)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.46)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Asia > Singapore (0.04)
- (2 more...)
DeepRelationalTopicModelingvia GraphPoissonGammaBeliefNetwork
Neural Information Processing Systems
Relational topic models: Derived from the traditional topic models [12, 29], RTMs [14, 15] are introduced to jointly consider the generations of document contents and their relationships.
- North America > United States (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > China > Shaanxi Province > Xi'an (0.04)
Alleviating " Posterior Collapse " in Deep Topic Models via Policy Gradient Y ewen Li
Neural Information Processing Systems
However, the representation capability of existing deep topic models is still limited by the phenomenon of " posterior collapse ", which has been widely
- Asia > Middle East > Jordan (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Asia > Singapore (0.04)
- (2 more...)
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
Neural Information Processing Systems
A case in point occurs in personalized recommendation systems where users' preferences are judged
- North America > United States > Texas > Travis County > Austin (0.14)
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- Asia > Middle East > Jordan (0.04)
- (4 more...)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (0.94)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Personal Assistant Systems (0.88)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.67)
- (3 more...)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.95)
- (2 more...)
Poisson-Randomized Gamma Dynamical Systems
Aaron Schein, Scott Linderman, Mingyuan Zhou, David Blei, Hanna Wallach
Neural Information Processing Systems
This approach motivates interpretable yet expressive models that are capable of capturing a variety of complex dependence structures.
- Government (0.93)
- Health & Medicine (0.68)
- Information Technology > Data Science (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.46)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.46)