| Teaching |
- INMA 2460: Nonlinear optimization (30/30; 2nd semester, English)
- INMA 1375: Projects in Applied Mathematics (11.5 =
45/4; 2nd semester)
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| Current research directions |
- Smoothing technique for Structured Convex Optimization
- Gradient methods for Convex Optimization
- Second-order methods with provable global efficiency
- Efficient Interior-Point Methods
- Large graphs and networks (ARC)
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Software implementations (free download) |
- Nonlinear optimization systems NopSy
- Accelerated gradient schemes for Structural Optimization
- Interior-Point Methods for Conic Optimization Problems
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| Fields of interest and expertise |
- Black-Box Convex Optimization
- Theory of self-concordant functions and Interior-Point Methods
- General Nonlinear Optimization
- Positive polynomials and sums of squares
- Approximate solutions of combinatorial problems
- Equilibrium in transportation networks (models and algorithms)
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