Sledovat
Emanuele Zangrando
Emanuele Zangrando
Mathematics Ph.D student, Gran Sasso Science Institute
E-mailová adresa ověřena na: studenti.unipd.it - Domovská stránka
Název
Citace
Citace
Rok
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
S Schotthöfer, E Zangrando, J Kusch, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 35, 20051-20063, 2022
392022
Robust low-rank training via approximate orthonormal constraints
D Savostianova, E Zangrando, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 36, 2024
142024
Geometry-aware training of factorized layers in tensor Tucker format
E Zangrando, S Schotthöfer, J Kusch, G Ceruti, F Tudisco
Proceedings, Advances in Neural Information Processing Systems (NIPS), 2024
10*2024
Neural Rank Collapse: Weight Decay and Small Within-Class Variability Yield Low-Rank Bias
E Zangrando, P Deidda, S Brugiapaglia, N Guglielmi, F Tudisco
arXiv preprint arXiv:2402.03991, 2024
52024
Low-Rank Adversarial PGD Attack
D Savostianova, E Zangrando, F Tudisco
arXiv preprint arXiv:2410.12607, 2024
12024
GeoLoRA: Geometric integration for parameter efficient fine-tuning
S Schotthöfer, E Zangrando, G Ceruti, F Tudisco, J Kusch
arXiv preprint arXiv:2410.18720, 2024
2024
HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise
D Sweet, E Zangrando, F Meneghello
2023 IEEE International Conference on Smart Computing (SMARTCOMP), 2023
2023
Dynamical low-rank training of neural networks
E ZANGRANDO
2022
Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.
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