Scholar
Tom Goldstein
Google Scholar ID: KmSuVtgAAAAJ
Volpi-Cupal Professor of Computer Science, University of Maryland
Citations & Impact
Citations
29,619
H-index
83
i10-index
221
Publications
20
Co-authors
39
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Recipient of several awards including SIAM's DiPrima Prize, a DARPA Young Faculty Award, and a Sloan Fellowship.
Research Experience
- Serves as a Professor in the Department of Computer Science and Director of the Maryland Center for Machine Learning. Research area covers the construction of AI systems, with a particular focus on improving the performance of large-scale models through the integration of signal processing and applied mathematics methods.
Background
- Volpi-Cupal Endowed Professor in the Department of Computer Science and Director of the Maryland Center for Machine Learning. Research focuses on responsibly building AI systems, drawing on ideas from signal processing and applied mathematics. Works at the boundary between theory and systems, leveraging mathematical foundations and efficient hardware to improve the training, fine-tuning, benchmarking, and robustness of large models.
Miscellany
- Teaches courses in discrete mathematics and optimization.
