deep-learning-theory
There are 5 repositories under deep-learning-theory topic.
MinghuiChen43/awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
james-simon/eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
SeanJia/InfoMCR
Code for "Information-Theoretic Local Minima Characterization and Regularization"
gszfwsb/Unveiling-Induction-Heads
PyTorch implementation for "Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers", NeurIPS 2024
avysogorets/goldilocks-zone
Code to reproduce the paper "Deconstructing the Goldilocks Zone of Neural Network Initialization"