Yao-Hung Hubert Tsai

Yao-Hung Hubert Tsai 

Yao-Hung Hubert Tsai
Email: yaohungt [at] cs (dot) cmu (dot) edu
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About Me

I am a fourth-year Ph.D. student in Machine Learning Department at Carnegie Mellon University under the supervision of Dr. Ruslan Salakhutdinov and Dr. Louis-Philippe Morency. When I was not around CMU, I did internships at Apple Inc., Microsoft Research, and Allen Institute for Artificial Intelligence (AI2). I visited Kokuritsu Kenkyū Kaihatsu Hōjin Rikagaku Kenkyūjyo (RIKEN) and Kyoto University. I have been supported by AI2 fellowship award and named as Facebook Fellow.

Research Summary

My goal is to understand computational and statistical principals in human multimodal language modeling. Then, use these principals to enhance representation interpretability and improve data efficiency. I am particularly interested in statistical machine learning, graph-based representation learning, multimodal learning, and semi-supervised learning.

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