Cristian Vega

Publications

Journal publications

1. F. Lara and C. Vega.: "Delayed Feedback in Online Non-Convex Optimization: A Non-Stationary Approach with Applications", Numerical Algorithms, 2025.
2. F. Roldán and C. Vega.: "Relaxed and Inertial Nonlinear Forward-Backward with Momentum", Journal of Optimization Theory and Applications, 206 (2), 2025.
3. C. Vega, C. Molinari, S. Villa, and L. Rosasco.: "Fast iterative regularization by reusing data", Journal of Inverse and Ill-posed Problems, 32(4), pp. 733--759, 2024.
4. L. Briceno-Arias, J. Deride, and C. Vega.: "Random activations in primal-dual splittings for monotone inclusions with a priori information", Journal of Optimization Theory and Applications, 192 (1), pp. 56--81, 2022.

Articles Submitted

5. A. Beck, F. Lara, and C. Vega.: "Block descent type methods for quasar-convex minimization", 2025.
6. J.J. Maulén, F. Roldán, and C. Vega.: "Relaxed and inertial nonlinear Forward-Backward algorithm", arXiv preprint arXiv:2507.18856, 2025.
7. H. Labarriére, C. Molinari, L. Rosasco, C. Vega, and S. Villa.: "Optimization Insights into Deep Diagonal Linear Networks", arXiv preprint arXiv:2412.16765, 2024.
8. V.S. Amaral, F. Lara, and C. Vega.: "Block Coordinate Descent Methods for Nonconvex Nonsmooth Optimization with Applications", in preparation, 2026.

Articles in preparation

9. F. Lara, and C. Vega.: "QuAdam: A Variant of Adam for Quasar Convex Functions", in preparation, 2026.