I primarily work on developing and analyzing numerical methods for nonlinear optimization. Special areas of interest are algorithms for large-scale nonlinearly constrained optimization, limited memory quasi-Newton methods, failure of optimization algorithms and optimization methods for statistical machine learning.
keywords
numerical methods for optimization, nonlinear programming
