Alessio Ansuini

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Data Representations

Similarity Metrics

Intrinsic Dimension

Top Venues

ICPRAM (Revised Selected Papers)

Publications

Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini
Emergent representations in networks trained with the Forward-Forward algorithm. CoRR (2023)
Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
The geometry of hidden representations of large transformer models. NeurIPS (2023)
Emanuele Ballarin, Alessio Ansuini, Luca Bortolussi
CARSO: Counter-Adversarial Recall of Synthetic Observations. CoRR (2023)
Gonzalo Uribarri, Federico Barone, Alessio Ansuini, Erik Fransén
Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels. CoRR (2023)
Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
The geometry of hidden representations of large transformer models. CoRR (2023)
Diego Doimo, Aldo Glielmo, Alessio Ansuini, Alessandro Laio
Hierarchical nucleation in deep neural networks. NeurIPS (2020)
Diego Doimo, Aldo Glielmo, Alessio Ansuini, Alessandro Laio
Hierarchical nucleation in deep neural networks. CoRR (2020)
Marco Zullich, Eric Medvet, Felice Andrea Pellegrino, Alessio Ansuini
Speeding-up pruning for Artificial Neural Networks: Introducing Accelerated Iterative Magnitude Pruning. ICPR (2020)
Alessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural Networks. ICPRAM (2020)
Alessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
Investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning. ICPRAM (Revised Selected Papers) (2020)
Alessio Ansuini, Alessandro Laio, Jakob H. Macke, Davide Zoccolan
Intrinsic dimension of data representations in deep neural networks. CoRR (2019)
Alessio Ansuini, Alessandro Laio, Jakob H. Macke, Davide Zoccolan
Intrinsic dimension of data representations in deep neural networks. NeurIPS (2019)
Eric Medvet, Alberto Bartoli, Alessio Ansuini, Fabiano Tarlao
Observing the Population Dynamics in GE by means of the Intrinsic Dimension. CoRR (2018)