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Researcher profile

Vladimir Anatolievich Sudakov

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Forecasting the cost of quotes using LSTM & GRU networks

    2022 · Keldysh Institute Preprints

    The paper considers modern recurrent neural networks (RNN). Most attention is paid to popular and powerful architectures – long chain of elements of short-term memory (LSTM) and controlled recurrent units (GRU). A software package for …

  2. 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 …