Scholar
Leena Chennuru Vankadara
Google Scholar ID: VBYgZXcAAAAJ
Gatsby Unit, UCL
Deep learning theory
Causal learning theory
High-dimensional statistics
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Citations & Impact
All-time
Citations
233
H-index
8
i10-index
7
Publications
18
Co-authors
18
list available
Publications
4 items
Optimal Learning Rate Scaling Depends on Data in Deep Scalar Linear Networks
2026
Cited
0
How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization
2026
Cited
0
Training Neural Networks at Any Scale
2025
Cited
0
μ P2: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
Neural Information Processing Systems · 2024
Cited
0
Co-authors
12 total
Debarghya Ghoshdastidar
Technical University of Munich
Ulrike von Luxburg
University of Tübingen
Philipp M. Faller
Karlsruhe Institute of Technology
Dominik Janzing
Amazon Development Center, Tuebingen
Pascal M. Esser
Ludwig Maximilian University of Munich
Moritz Haas
PhD Student, University of Tübingen
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Jin Xu
Ph.D. Student in Statistics, University of Oxford
