Yuri Sergeevich Chaynikov

On the estimation of integral risk of predictor Lipschitz functions in machine learning models

2024 · Keldysh Institute Preprints

Class imbalance in available training samples for solving machine learning problems in most practical cases complicates the training of predictors that effectively generalize patterns from the training dataset to the general population. This paper investigates …