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Vu C. Dinh
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) …
Fast learning rates with heavy-tailed losses
Vu C. Dinh, Lam S. Ho, Binh Nguyen, Duy Nguyen
Neural Information Processing Systems
We study fast learning rates when the losses are not necessarily bounded and may have a distribution with heavy tails.