Can I read PhD in Safe Machine Learning Optimization on EtoBox?
PhD in Safe Machine Learning Optimization by Waqas Akhter is a document available to read on EtoBox.
What is PhD in Safe Machine Learning Optimization about?
This PhD proposal focuses on developing adaptive methods for safe machine learning through Distributionally Robust Optimization (DRO) to enhance model robustness against data variability and safety concerns. The research aims to create automated selection procedures for ambiguity sets and develop efficient stochastic first-order methods for min-max problems. Candidates should have a strong background in applied mathematics or computer science, with an emphasis on optimization and numerical simulations.
- Author
- Waqas Akhter
- Language
- EN