Strassen algorithm for matrix multiplication https://en.wikipedia.org/wiki/Strassen_algorithm
FFT convolution https://dsp.stackexchange.com/a/63211
Winograd convolution https://www.cv-foundation.org/openaccess/content_cvpr_2016/p...
And of course optimization algorithms themselves.