Zangrando, Emanuele

5 publications

ICLR 2025 GeoLoRA: Geometric Integration for Parameter Efficient Fine-Tuning Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch

ICLR 2025 dEBORA: Efficient Bilevel Optimization-Based Low-Rank Adaptation Emanuele Zangrando, Sara Venturini, Francesco Rinaldi, Francesco Tudisco

NeurIPS 2024 Geometry-Aware Training of Factorized Layers in Tensor Tucker Format Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco

NeurIPS 2023 Robust Low-Rank Training via Approximate Orthonormal Constraints Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco

NeurIPS 2022 Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks via Matrix Differential Equations Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco