Ph.D. Dissertations - Laurent El Ghaoui

Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data
Onureena Banerjee [2007]

Convex Approximation and Optimization with Applications in Magnitude Filter Design and Radiation Pattern Synthesis
Peter William Kassakian [2006]

Learning with Multiple Kernels: Semidefinite Programming, Duality, Efficient Optimization and Applications in Computational Biology
Gert R. G. Lanckriet [2005]

Robust Markov Decision Processes with Uncertain Transition Matrices
Arnab Nilim [2004]