Numerical simulation and analysis

Training Neural Networks at Any Scale

Volkan Cevher, Associate Professor, School of Engineering, Swiss Federal Institute of Technology (EPFL), Switzerland

Nov 24, 12:00 - 13:00

B9 L2 R2325

machine learning Numerical simulation and analysis Reinforcement Learning deep learning optimization

The talk explores a key mathematical ingredient of scaling in tandem with scaling theory: the numerical solution algorithms commonly employed in deep learning, spanning domains from vision to language models.