2 citations · 2 across the 3 of their papers we have counts for
9 papers
Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection
L. Zancato, A. Achille, G. Paolini +2
We present an end-to-end differentiable neural network architecture to perform anomaly detection in multivariate time series by incorporating a Sequential Probability Ratio Test on…
Factoring isometries of quadratic spaces into reflections
Jon McCammond, Giovanni Paolini
Let be a vector space endowed with a non-degenerate quadratic form . If the base field is different from , it is known that every isometry can be…
Estimating informativeness of samples with Smooth Unique Information
Hrayr Harutyunyan, Alessandro Achille, Giovanni Paolini +4
We define a notion of information that an individual sample provides to the training of a neural network, and we specialize it to measure both how much a sample informs the final w…
A table of -component handlebody links of genus up to six crossings
Giovanni Bellettini, Giovanni Paolini, Maurizio Paolini +1
A handlebody link is a union of handlebodies of positive genus embedded in 3-space, which generalizes the notion of links in classical knot theory. In this paper, we consider handl…
Proof of the conjecture for affine Artin groups
Giovanni Paolini, Mario Salvetti
We prove the conjecture for affine Artin groups: the complexified complement of an affine reflection arrangement is a classifying space. This is a long-standing problem, d…
Where is the Information in a Deep Neural Network?
Alessandro Achille, Giovanni Paolini, Stefano Soatto
Whatever information a deep neural network has gleaned from training data is encoded in its weights. How this information affects the response of the network to future data remains…