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
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Publications
18 items
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
FlashSketch: Sketch-Kernel Co-Design for Fast Sparse Sketching on GPUs
2026
Cited
0
Statsformer: Validated Ensemble Learning with LLM-Derived Semantic Priors
2026
Cited
0
An Information-Theoretic Perspective on LLM Tokenizers
2026
Cited
0
A Recovery Guarantee for Sparse Neural Networks
2025
Cited
0
Thinking While Listening: Simple Test Time Scaling For Audio Classification
2025
Cited
0
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Co-authors
51 total
Tolga Ergen
Research Scientist, LG AI Research
Martin Wainwright
Professor, EECS/Mathematics, Massachusetts Institute of Technology
Co-author 3
Co-author 4
Co-author 5
Co-author 6
John Pauly
Professor of Electrical Engineering, Stanford University
Co-author 8
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