[Discussion] Areas of mathematics in physics in machine learning • r/MachineLearning

Have a look at fixed point functional analysis, which in physics is encountered in statistical physics and chaos theory. So far, fixed point analysis within machine learning is used for theoretical analysis of gradient methods (e.g. Non linear analysis and fixed point methods might lead to better descriptions of spatio-temporal invariance that seems to be important for better network models.