Personal homepage of Alex Liu

Contact

• email: avliu[at]umich[dot]edu

Bio

• PhD Information, University of Michigan
• Ongoing, first year
• Advised by Paul Resnick
• B.S. Computer Science, University at Buffalo
• Graduated Spring 2021
• Minors: Mathematics, Statstics

Interests

• Algorithm auditing
• Algorithm impact assessments

Publications

• Monarch: Expressive Structured Matrices for Efficient and Accurate Training
• Dao, Tri; Chen, Beidi; Sohoni, Nimit; Desai, Arjun; Poli, Michael; Grogan, Jessica; Liu, Alexander; Rao, Aniruddh; Rudra, Atri; Ré, Christopher
• ICML 2022
• Outstanding Paper Runner-up Award
• Paper