Alessandro Rudi

Economics, Politics and Decision Sciences

Professor of Practice

Digital Transformation

alessandro.rudi@sdabocconi.it

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Pubblicazioni recenti

Vacher A., Muzellec B., Bach F., Vialard F., RUDI A. Optimal Estimation of Smooth Transport Maps with Kernel SoS SIAM Journal on Mathematics of Data Science, 2024, vol.6, no. 2, pp.311-342

RUDI A., Marteau-Ferey U., Bach F. Finding global minima via kernel approximations Mathematical Programming, 2024

Aubin-Frankowski P., RUDI A. Approximation of optimization problems with constraints through kernel Sum-of-Squares Optimization, 2024, pp.1-26

Marteau-Ferey U., Bach F., RUDI A. Second Order Conditions to Decompose Smooth Functions as Sums of Squares Siam Journal on Optimization, 2024, vol.34, no. 1, pp.616-641

Bach F., RUDI A. Exponential Convergence of Sum-of-Squares Hierarchies for Trigonometric Polynomials Siam Journal on Optimization, 2023, vol.33, no. 3, pp.2137-2159

BROGAT-MOTTE L., RUDI A., BROUARD C., ROUSU J., D'ALCHÉ-BUC F. Vector-Valued Least-Squares Regression under Output Regularity Assumptions Journal of Machine Learning Research, 2022, vol.23, no. 344, pp.1-50

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