Convex Optimization with Abstract Linear Operators
Optimization Algorithms in Machine Learning
Topics in Mathematics of Data Science
Latent Variable Sparse Bayesian Models
Convex Optimization in Python with CVXPY
Optimization Algorithms in Support Vector Machines
2D and 3D Multiscale Geometric Transforms
Inexact Search Directions in Interior Point Methods for Large Scale Optimization
Sparse modeling: some unifying theory and “topic-imaging”
Optimization in Learning and Data Analysis