Scholar
Dimitris Papailiopoulos
Google Scholar ID: hYi6i9sAAAAJ
Researcher at Microsoft Research & Assoc. Professor at University of Wisconsin
Citations & Impact
Citations
8,267
H-index
38
i10-index
64
Publications
20
Co-authors
132
list available
Publications
Resume (English only)
Academic Achievements
- - Co-founded the conference on Machine Learning & Systems (MLSys)
- - Published multiple papers in top conferences such as ICLR 2024, ICML 2023, and NeurIPS 2022
Research Experience
- - Since 2018, Jay & Cynthia Ihlenfeld Associate Professor of Electrical and Computer Engineering at the University of Wisconsin-Madison
- - Program co-chair for MLSys in 2018 and 2020
- - Co-chaired the 3rd Midwest Machine Learning Symposium (MMLS) in 2019
- - Postdoc at UC Berkeley from 2014 to 2016, member of AMPLab and BLISS, collaborated with Ben Recht and Kannan Ramchandran
Education
- - Ph.D.: 2014, University of Texas at Austin, Advisor: Alex Dimakis
- - M.Sc.: 2009, Technical University of Crete (TUC)
- - ECE Diploma: 2007, Technical University of Crete (TUC)
- - Graduate student for 3.5 years at the University of Southern California (USC)
Background
- Research interests: machine learning, coding theory, and optimization. Particularly interested in the theory and practice of large-scale machine learning systems, especially in the context of large language models and transformer architectures.
Miscellany
- Personal interests and hobbies not mentioned
