Robert M. Freund
IIT@MIT(US)Massachusetts Institute of Technology(US)
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
- → Training support vector machines: an application to face detection(2002)2,491 cited
- → An improved training algorithm for support vector machines(2002)1,066 cited
- Support Vector Machines: Training and Applications(1997)
- → Optimal Investment in Product-Flexible Manufacturing Capacity(1990)454 cited
- → Relatively Smooth Convex Optimization by First-Order Methods, and Applications(2018)274 cited
- → Computation of Minimum-Volume Covering Ellipsoids(2004)190 cited
- → Optimizing Product Line Designs: Efficient Methods and Comparisons(2008)139 cited