Murat A. Erdogdu
Scholar

Murat A. Erdogdu

Google Scholar ID: Lqc4cdAAAAAJ
University of Toronto
Machine LearningOptimizationStatistics
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Citations & Impact
All-time
Citations
2,998
 
H-index
32
 
i10-index
47
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
7 items
Post-Training with Policy Gradients: Optimality and the Base Model Barrier
2026
Cited
0
A Geometric Analysis of PCA
2025
Cited
0
From Information to Generative Exponent: Learning Rate Induces Phase Transitions in SGD
2025
Cited
0
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
2025
Cited
0
When Do Transformers Outperform Feedforward and Recurrent Networks? A Statistical Perspective
2025
Cited
0
Robust Feature Learning for Multi-Index Models in High Dimensions
arXiv.org · 2024
Cited
1
Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics
arXiv.org · 2024
Cited
3
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)