Averaging of kernel functions. - Lluís Belanche; Alessandra Tosi (ESANN, 2012)

Cartogram representation of the batch-SOM magnification factor. - Alessandra Tosi; Alfredo Vellido (ESANN, 2012)

Robust cartogram visualization of outliers in manifold learning. - Alessandra Tosi; Alfredo Vellido (ESANN, 2013)

Metrics for Probabilistic Geometries. - Alessandra Tosi; Søren Hauberg; Alfredo Vellido; Neil D. Lawrence (UAI, 2014)

Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning Method. - Alessandra Tosi; Iván Olier; Alfredo Vellido (WSOM, 2014)

Distribution of Gaussian Process Arc Lengths. - Justin Bewsher; Alessandra Tosi; Michael A. Osborne; Stephen J. Roberts (AISTATS, 2017)

AdaGeo: Adaptive Geometric Learning for Optimization and Sampling. - Gabriele Abbati; Alessandra Tosi; Michael A. Osborne; Seth R. Flaxman (AISTATS, 2018)

An Automatic Type-Inferential General Latent Feature Model. - Neil Dhir; Tomasz Rudny; Davide Zilli; Alessandra Tosi (IJCNN, 2020)