2 papers
stat.ML2026
A Dynamical Theory of LoRA in Continual Learning
Théo Marchetta, Filippo Alessandroni, Alessandro Breccia +2
Despite the widespread use of Low-Rank Adaptation (LoRA), little is known about its dynamics in continual learning and the mechanisms by which low-rank updates affect catastrophic…
cond-mat.stat-mech2025
Building causation links in stochastic nonlinear systems from data
Sergio Chibbaro, Cyril Furtlehner, Théo Marchetta +2
Causal relationships play a fundamental role in understanding the world around us. The ability to identify and understand cause-effect relationships is critical to making informed…