Alessio Figalli

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 7

Top Topics

Machine Learning Models

Quantum Computation

Probability Ranking Principle

Top Venues

Nat. Comput. Sci.

SIAM J. Math. Anal.

Publications

Massimiliano Datres, Gian Paolo Leonardi, Alessio Figalli, David Sutter
A Two-Scale Complexity Measure for Deep Learning Models. CoRR (2024)
Lénaïc Chizat, Maria Colombo, Xavier Fernández-Real, Alessio Figalli
Infinite-width limit of deep linear neural networks. CoRR (2022)
Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner
Effective dimension of machine learning models. CoRR (2021)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. Nat. Comput. Sci. 1 (6) (2021)
Oksana Berezniuk, Alessio Figalli, Raffaele Ghigliazza, Kharen Musaelian
A scale-dependent notion of effective dimension. CoRR (2020)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. CoRR (2020)
Alessio Figalli, Thomas O. Gallouët, Ludovic Rifford
On the Convexity of Injectivity Domains on Nonfocal Manifolds. SIAM J. Math. Anal. 47 (2) (2015)
Guido De Philippis, Alessio Figalli
Sobolev Regularity for Monge-Ampère Type Equations. SIAM J. Math. Anal. 45 (3) (2013)
Alessio Figalli, Young-Heon Kim, Robert J. McCann
When is multidimensional screening a convex program? J. Econ. Theory 146 (2) (2011)
Luigi Ambrosio, Gianluca Crippa, Alessio Figalli, Laura V. Spinolo
Some New Well-Posedness Results for Continuity and Transport Equations, and Applications to the Chromatography System. SIAM J. Math. Anal. 41 (5) (2009)
Alessio Figalli
Existence, Uniqueness, and Regularity of Optimal Transport Maps. SIAM J. Math. Anal. 39 (1) (2007)