Emanuele Zangrando

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Matrix Decomposition

Low Rank Matrices

Singular Values

Top Venues

Publications

Emanuele Zangrando, Piero Deidda, Simone Brugiapaglia, Nicola Guglielmi, Francesco Tudisco
Neural Rank Collapse: Weight Decay and Small Within-Class Variability Yield Low-Rank Bias. CoRR (2024)
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
Robust low-rank training via approximate orthonormal constraints. NeurIPS (2023)
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
Rank-adaptive spectral pruning of convolutional layers during training. CoRR (2023)
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
Robust low-rank training via approximate orthonormal constraints. CoRR (2023)
Derek Sweet, Emanuele Zangrando, Francesca Meneghello
HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise. SMARTCOMP (2023)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. NeurIPS (2022)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. CoRR (2022)