Alessandra Tosi

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 3

Top Topics

Kernel Matrices

Probabilistic Relational

Manifold Learning

Top Venues

Publications

Neil Dhir, Tomasz Rudny, Davide Zilli, Alessandra Tosi
An Automatic Type-Inferential General Latent Feature Model. IJCNN (2020)
Gabriele Abbati, Alessandra Tosi, Michael A. Osborne, Seth R. Flaxman
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling. AISTATS (2018)
Justin Bewsher, Alessandra Tosi, Michael A. Osborne, Stephen J. Roberts
Distribution of Gaussian Process Arc Lengths. AISTATS (2017)
Alessandra Tosi, Iván Olier, Alfredo Vellido
Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning Method. WSOM (2014)
Alessandra Tosi, Søren Hauberg, Alfredo Vellido, Neil D. Lawrence
Metrics for Probabilistic Geometries. CoRR (2014)
Alessandra Tosi, Søren Hauberg, Alfredo Vellido, Neil D. Lawrence
Metrics for Probabilistic Geometries. UAI (2014)
Alessandra Tosi, Alfredo Vellido
Robust cartogram visualization of outliers in manifold learning. ESANN (2013)
Lluís A. Belanche Muñoz, Alessandra Tosi
Averaging of kernel functions. Neurocomputing 112 (2013)
Alessandra Tosi, Alfredo Vellido
Cartogram representation of the batch-SOM magnification factor. ESANN (2012)
Lluís Belanche, Alessandra Tosi
Averaging of kernel functions. ESANN (2012)