Scholar
Alberto González-Sanz
Google Scholar ID: 8r-z0wIAAAAJ
Assistant professor, Columbia University, NY
Probability
statistics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
621
H-index
14
i10-index
16
Publications
20
Co-authors
22
list available
Publications
7 items
Huber-Wasserstein barycenters for robust distribution-valued data
2026
Cited
0
The Influence Function of Transport-based Quantiles
2026
Cited
0
Mode Collapse of Mean-Field Variational Inference
2025
Cited
0
Nonparametric Vector Quantile Autoregression
2025
Cited
0
On the breakdown point of transport-based quantiles
2024
Cited
1
On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning
SIAM Journal on Mathematics of Data Science · 2024
Cited
0
Improved learning theory for kernel distribution regression with two-stage sampling
2023
Cited
2
Co-authors
17 total
Jean-Michel Loubes
INRIA (affiliated to Institut de Mathématiques de Toulouse) & ANITI
Eustasio del Barrio
IMUVA, Universidad de Valladolid
Lucas De Lara
CHU de Toulouse
Louis Béthune
Apple Machine Learning Research
Marc Hallin
Université libre de Bruxelles
Marcel Nutz
Department of Statistics, Columbia University
Thibaut Boissin
IRT Saint-Exupéry
Franck Mamalet
Senior Expert in Artificial Intelligence, IRT St Exupery
