a note on learning bounds
a short overview on techniques to prove learning bounds
a lecture note on modern statistical learning theory
hand-written notes of key concepts and proofs for cpsc 532d
learning with biased labels
a review on robust learning with noisy labels
sparse double descent where network pruning aggravates overfitting
a brief introduction for the ICML paper of sparse double descent
overparameterization and sparsity
a review on recent paper about overparameterization and sparsity