Trustworthy AI Lab
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Our lab believes that stricter regulations (such as GDPR) partly drive AI from 1.0 (performance-oriented) to 2.0 (trustworthiness-oriented). To build trustworthy AI, we develop data-centric tools, e.g., artificially generated data, that are easy and economical to deploy (hold your code fixed!). |
Data is the new oil in the 21st century. Our lab aims to generate clean and renewable oils via data synthesis.
UCLA Synthetic Data Workshop, April 13-14, 2023. Stay tuned...
Undergrad/Master/PhD/Postdoc Recruiting
Our lab is actively looking for Master, PhD and Postdocs who are passionate about Trustworhty AI, Data-centric AI and Deep Learning Theory. Undergrad summer interns are welcome as well. Please send your CV to guangcheng@ucla.edu if you are interested in joining us. See research page for details.Research Themes
- Trustworthy AI
- Data-centric AI
- Deep Learning Theory
- Statistical Machine Learning