Emanuele Zangrando

Emanuele Zangrando

Università degli Studi di Padova - Padova / Italy
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5179068
University of Padua
person_outline Emanuele Zangrando's MOST POPULAR ARTICLES
1-) Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equationsS Schotthöfer, E Zangrando, J Kusch, G Ceruti, F TudiscoAdvances in Neural Information Processing Systems 35, 20051-20063, 2022192022
2-) Robust low-rank training via approximate orthonormal constraintsD Savostianova, E Zangrando, G Ceruti, F TudiscoAdvances in Neural Information Processing Systems 36, 202432024
3-) Rank-adaptive spectral pruning of convolutional layers during trainingE Zangrando, S Schotthöfer, G Ceruti, J Kusch, F TudiscoarXiv preprint arXiv:2305.19059, 202332023
4-) Neural Rank Collapse: Weight Decay and Small Within-Class Variability Yield Low-Rank BiasE Zangrando, P Deidda, S Brugiapaglia, N Guglielmi, F TudiscoarXiv preprint arXiv:2402.03991, 202422024
5-) HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial NoiseD Sweet, E Zangrando, F Meneghello2023 IEEE International Conference on Smart Computing (SMARTCOMP), 20232023