Donald Goldfarb
Publications by Year
Research Areas
Advanced Optimization Algorithms Research, Sparse and Compressive Sensing Techniques, Optimization and Variational Analysis, Matrix Theory and Algorithms, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → A family of variable-metric methods derived by variational means(1970)3,092 cited
- → An Iterative Regularization Method for Total Variation-Based Image Restoration(2005)1,808 cited
- → Second-order cone programming(2003)1,506 cited
- → Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing(2008)1,423 cited
- → A numerically stable dual method for solving strictly convex quadratic programs(1983)1,044 cited
- → Fixed point and Bregman iterative methods for matrix rank minimization(2009)1,028 cited
- → Robust Portfolio Selection Problems(2003)917 cited