Andrey Konstantinov

Andrey Konstantinov (; born 17 November 1943) is a Bulgarian water polo player. He competed in the men's tournament at the 1972 Summer Olympics. Provided by Wikipedia
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  1. 1
    Multiple Instance Learning through Explanation by Using a Histopathology Example

    Multiple Instance Learning through Explanation by Using a Histopathology Example by Andrei Konstantinov, Lev Utkin

    Published 2022-04-01
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  2. 2
    Random Survival Forests Incorporated by the Nadaraya-Watson Regression

    Random Survival Forests Incorporated by the Nadaraya-Watson Regression by Lev Utkin, Andrei Konstantinov

    Published 2022-09-01
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  3. 3
    Ensembles of Random SHAPs

    Ensembles of Random SHAPs by Lev Utkin, Andrei Konstantinov

    Published 2022-11-01
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  4. 4
    AGBoost: Attention-based Modification of Gradient Boosting Machine

    AGBoost: Attention-based Modification of Gradient Boosting Machine by Andrei Konstantinov, Lev Utkin, Stanislav Kirpichenko

    Published 2022-04-01
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  5. 5
    Multiple Instance Learning with Trainable Soft Decision Tree Ensembles

    Multiple Instance Learning with Trainable Soft Decision Tree Ensembles by Andrei Konstantinov, Lev Utkin, Vladimir Muliukha

    Published 2023-07-01
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  6. 6
    Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya–Watson Regression

    Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya–Watson Regression by Andrei Konstantinov, Stanislav Kirpichenko, Lev Utkin

    Published 2023-04-01
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  7. 7
    LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models

    LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models by Andrei Konstantinov, Lev Utkin, Vladimir Muliukha

    Published 2023-04-01
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  8. 8
    Gradient Boosting Machine with Partially Randomized Decision Trees

    Gradient Boosting Machine with Partially Randomized Decision Trees by Andrei Konstantinov, Lev Utkin, Vladimir Muliukha

    Published 2021-01-01
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  9. 9
    Improved Anomaly Detection by Using the Attention-Based Isolation Forest

    Improved Anomaly Detection by Using the Attention-Based Isolation Forest by Lev Utkin, Andrey Ageev, Andrei Konstantinov, Vladimir Muliukha

    Published 2022-12-01
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  10. 10
    BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect

    BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect by Stanislav Kirpichenko, Lev Utkin, Andrei Konstantinov, Vladimir Muliukha

    Published 2024-01-01
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  11. 11
    Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions

    Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions by Lev Utkin, Pavel Drobintsev, Maxim Kovalev, Andrei Konstantinov

    Published 2021-01-01
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  12. 12
    A Deep Forest Improvement by Using Weighted Schemes

    A Deep Forest Improvement by Using Weighted Schemes by Lev Utkin, Andrei Konstantinov, Anna Meldo, Mikhail Ryabinin, Viacheslav Chukanov

    Published 2019-04-01
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