🌟Noether's razor⭐️ Our NeurIPS 2024 paper connects ML symmetries to conserved quantities through a seminal result in mathematical physics: Noether's theorem. We can learn neural network symmetries from data by learning associated conservation laws. Learn more👇. 1/16🧵

Shannon's entropy measures the uncertainty or information content in a probability distribution. It's a concept in data compression and communication introduced in the paper “A Mathematical Theory of Communication”. https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf

Big Brain

Posting a call for help: does anyone know of a good way to simultaneously treat both POTS and Ménière’s disease? Please contact me if you’re either a clinician with experience doing this or a patient who has found a good solution. Context in thread

Deepseek is the best AI lab, by far