ZANGRANDO, EMANUELE
ZANGRANDO, EMANUELE
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dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
2025-01-01 Zangrando, Emanuele; Venturini, Sara; Rinaldi, Francesco; Tudisco, Francesco
GeoLoRA: Geometric integration for parameter efficient fine-tuning
2025-01-01 Schotthöfer, Steffen; Zangrando, Emanuele; Ceruti, Gianluca; Tudisco, Francesco; Kusch, Jonas
Geometry-aware training of factorized layers in tensor Tucker format
2024-01-01 Zangrando, Emanuele; Schotthöfer, Steffen; Ceruti, Gianluca; Kusch, Jonas; Tudisco, Francesco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
2022-01-01 Schotthöfer, Steffen; Zangrando, Emanuele; Kusch, Jonas; Ceruti, Gianluca; Tudisco, Francesco
Robust low-rank training via approximate orthonormal constraints
2023-01-01 Savostianova, Dayana; Zangrando, Emanuele; Ceruti, Gianluca; Tudisco, Francesco
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation | 1-gen-2025 | Zangrando, Emanuele; Venturini, Sara; Rinaldi, Francesco; Tudisco, Francesco | |
| GeoLoRA: Geometric integration for parameter efficient fine-tuning | 1-gen-2025 | Schotthöfer, Steffen; Zangrando, Emanuele; Ceruti, Gianluca; Tudisco, Francesco; Kusch, Jonas | |
| Geometry-aware training of factorized layers in tensor Tucker format | 1-gen-2024 | Zangrando, Emanuele; Schotthöfer, Steffen; Ceruti, Gianluca; Kusch, Jonas; Tudisco, Francesco | |
| Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations | 1-gen-2022 | Schotthöfer, Steffen; Zangrando, Emanuele; Kusch, Jonas; Ceruti, Gianluca; Tudisco, Francesco | |
| Robust low-rank training via approximate orthonormal constraints | 1-gen-2023 | Savostianova, Dayana; Zangrando, Emanuele; Ceruti, Gianluca; Tudisco, Francesco |