Discussion on KAN (Kolmogorov-Arnold Networks)

I led the Machine Learning Journal Club discussion on the paper:

Liu, Z., Wang, Y., Vaidya, S., Ruehle, F., Halverson, J., Soljačić, M., … & Tegmark, M. (2024). Kan: Kolmogorov-arnold networks. arXiv preprint arXiv:2404.19756.

Here are the slides I made.

In short, I believe it can only be practically useful if the scalability problem is solved. 👀 Let’s see how the development of this technique goes.