2025
Paths and Ambient Spaces in Neural Loss Landscapes
AISTATS 2025poster
Understanding the structure of neural network loss surfaces, particularly the emergence of low-loss tunnels, is critical for advancing neural network theory and practice. In this paper, we propose a novel approach to directly embed loss tunnels into the loss landscape of neural networks. Exploring t…