Scholar
Mehrdad Mahdavi
Google Scholar ID: HzxnwocAAAAJ
Hartz Family Associate Professor of Computer Science @ Penn State
Machine Learning
Optimization Theory
Learning Theory
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
5,573
H-index
31
i10-index
56
Publications
20
Co-authors
21
list available
Contact
Email
mahdavi@cse.psu.edu
Twitter
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GitHub
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Publications
7 items
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
2025
Cited
0
Model Merging via Multi-Teacher Knowledge Distillation
2025
Cited
0
On the Convergence and Stability of Distributed Sub-model Training
2025
Cited
0
NaviSense: A Multimodal Assistive Mobile application for Object Retrieval by Persons with Visual Impairment
2025
Cited
0
Harnessing Optimization Dynamics for Curvature-Informed Model Merging
2025
Cited
0
Low-rank Momentum Factorization for Memory Efficient Training
2025
Cited
0
Quantum Speedups for Markov Chain Monte Carlo Methods with Application to Optimization
2025
Cited
0
Resume (English only)
Academic Achievements
NSF CAREER Award (IIS: Robust Intelligence, 2023)
Mark Fulk Best Student Paper Award at Conference on Learning Theory (COLT, 2012)
Top Cited Paper Award, Journal of Applied Mathematics and Computation (Elsevier, 2010)
Ph.D. Thesis: 'Exploiting smoothness in statistical learning, sequential prediction, and stochastic optimization'
Published multiple papers in top venues including NeurIPS, ICLR, AISTATS, and Electronic Journal of Statistics
Co-authors
21 total
Rong Jin
Alibaba Group
Tianbao Yang
Texas A&M University
Co-author 3
Co-author 4
Co-author 5
Yuyang Deng
Columbia University
Farzin Haddadpour
AI Scientist, GE Healthcare
Aryan Mokhtari
UT Austin
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