Neural Network training algorithms

Algorithmically Faithful and System-Efficient Optimization for Large Language Models

Liangyu Wang, Ph.D. Student, Computer Science

Sep 8, 13:30 - 16:30

B4 R5209; Zoom Meeting 99767080624

LLM Neural Network training algorithms Optimization for Machine Learning LLM training systems

The thesis develops an optimizer-aware systems view in which these methods are treated as structured computations with algorithmic invariants, memory behavior, communication objects, and scheduling constraints.

George Turkiyyah

Research Professor, Applied Mathematics and Computational Science

numerical simulations High Performance Computing scientific computing geometric modeling Neural Network training algorithms large languaje models

Professor Turkiyyah's expertise lies in high-performance and GPU computing, numerical simulation and optimization and their application to machine learning and large-scale modeling.