Associate Professor (Reader) in Machine Learning
School of Mathematics, The University of Edinburgh
The Maxwell Institute for Mathematical Sciences
Alan Turing Institute | Bayes Centre | Gen AI Lab
School of Mathematics, Gran Sasso Science Institute
email: f dot tudisco at ed.ac.uk
I’m excited to share that our research group is presenting two papers this week at the International Conference on Learning Representations (ICLR) in Singapore!
Emanuele Zangrando is attending the conference in person to present our latest work on efficient low-rank fine-tuning techniques for deep neural networks. If you’re at ICLR, come visit us during the poster sessions and let’s talk shop!
Poster Sessions:
GeoLoRA: Geometric integration for parameter-efficient fine-tuning
📍 Friday – Hall 3 + Hall 2B, Poster #457
🔗 Read the paper
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
📍 Saturday – Hall 3 + Hall 2B, Poster #426
🔗 Read the paper
A big thank you to all my fantastic collaborators:
Emanuele Zangrando, Steffen Schotthoefer, Jonas Kusch, Gianluca Ceruti, Sara Venturini, and Francesco Rinaldi.
Looking forward to engaging conversations and feedback from the community!