Scholar
Mert Pilanci
Google Scholar ID: aSAS-aAAAAAJ
Stanford University
Machine Learning
Optimization
Neural Networks
Signal Processing
Information Theory
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Citations & Impact
All-time
Citations
2,664
H-index
27
i10-index
61
Publications
20
Co-authors
51
list available
Publications
23 items
AI-Assisted Discovery of Convex Relaxations via Dual Agents
2026
Cited
0
Convex Optimization for Alignment and Preference Learning on a Single GPU
2026
Cited
0
Convex Low-resource Accent-Robust Language Detection in Speech Recognition
2026
Cited
0
Principled Design of Diffusion-based Optimizers for Inverse Problems
2026
Cited
0
Optimizer-Induced Mode Connectivity: From AdamW to Muon
2026
Cited
0
Unveiling Hidden Convexity in Deep Learning: a Sparse Signal Processing Perspective
2026
Cited
0
Optimal Scalar Quantization for Matrix Multiplication: Closed-Form Density and Phase Transition
2026
Cited
0
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole Slide Imaging
2026
Cited
0
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Co-authors
12 total
Tolga Ergen
Research Scientist, LG AI Research
Martin Wainwright
Professor, EECS/Mathematics, Massachusetts Institute of Technology
Burak Bartan
Researcher, Qualcomm AI Research
John Pauly
Professor of Electrical Engineering, Stanford University
Alfred Hero
John H Holland Distinguished University Professor, University of Michigan
Rajarshi Saha
Applied Scientist II, AWS AI
Shreyas Vasanawala
Professor of Radiology, Stanford University
Yun Yang
Department of Mathematics, University of Maryland, College Park