Claudio Ceruti

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 2

Top Topics

Singular Values

Intrinsic Dimensionality

Order Statistics

Top Venues

Pattern Recognit.

Publications

Claudio Ceruti, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks. ICIAP Workshops (2017)
Claudio Ceruti, Paola Campadelli, Elena Casiraghi
Linear Regularized Compression of Deep Convolutional Neural Networks. ICIAP (1) (2017)
Paola Campadelli, Elena Casiraghi, Claudio Ceruti
Neighborhood Selection for Dimensionality Reduction. ICIAP (1) (2015)
Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration. Pattern Recognit. 47 (8) (2014)
Paola Campadelli, Elena Casiraghi, Claudio Ceruti, Gabriele Lombardi, Alessandro Rozza
Local Intrinsic Dimensionality Based Features for Clustering. ICIAP (1) (2013)
Alessandro Rozza, Gabriele Lombardi, Claudio Ceruti, Elena Casiraghi, Paola Campadelli
Novel high intrinsic dimensionality estimators. Mach. Learn. 89 (1-2) (2012)
Simone Bassis, Alessandro Rozza, Claudio Ceruti, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics. CHDD (2012)
Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
DANCo: Dimensionality from Angle and Norm Concentration CoRR (2012)
Gabriele Lombardi, Alessandro Rozza, Claudio Ceruti, Elena Casiraghi, Paola Campadelli
Minimum Neighbor Distance Estimators of Intrinsic Dimension. ECML/PKDD (2) (2011)