Concepts2
📚TheoryAdvanced
Deep Learning Generalization Theory
Deep learning generalization theory tries to explain why overparameterized networks can fit (interpolate) training data yet still perform well on new data.
#generalization#implicit regularization#minimum norm+12
⚙️AlgorithmAdvanced
Polynomial Operations
Fast polynomial operations treat coefficients like numbers but use FFT/NTT to multiply in O(n \log n) time instead of O(n^2).
#polynomial#ntt#fft+12