Abstract: Spectral graph theory is the study of the eigenvalues and eigenvectors of matrices associated with graphs. In this tutorial, we will try to provide some intuition as to why these ...
Abstract: In this paper, we generalize the log-Sobolev inequalities to Rényi–Sobolev inequalities by replacing the entropy with the two-parameter entropy, which is a generalized version of entropy and ...
The directories chapter2, chapter3, chapter20 and introduction contain the code for the animations in the respective chapters. However, the introduction folder also contains the manim code for the ...
InfSA (Infinite Self-Attention) replaces standard softmax(QK^T/√d) attention with a spectral diffusion mechanism grounded in graph centrality theory. Each attention layer becomes a diffusion step on a ...
Some results have been hidden because they may be inaccessible to you
Show inaccessible results