Search Results - Lev Utkin

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  1. 1

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

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  2. 2

    Ensembles of Random SHAPs by Lev Utkin, Andrei Konstantinov

    Published in Algorithms (2022-11-01)
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  3. 3

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

    Published in Algorithms (2023-07-01)
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  4. 4

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

    Published in Algorithms (2023-04-01)
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  5. 5

    Imposing Star-Shaped Hard Constraints on the Neural Network Output by Andrei Konstantinov, Lev Utkin, Vladimir Muliukha

    Published in Mathematics (2024-11-01)
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  6. 6

    ADA-NAF: Semi-Supervised Anomaly Detection Based on the Neural Attention Forest by Andrey Ageev, Andrei Konstantinov, Lev Utkin

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  7. 7

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

    Published in Informatics (2023-04-01)
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  8. 8

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

    Published in Algorithms (2022-12-01)
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  9. 9

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

    Published in Algorithms (2024-01-01)
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  10. 10

    Dual feature-based and example-based explanation methods by Andrei Konstantinov, Boris Kozlov, Stanislav Kirpichenko, Lev Utkin, Vladimir Muliukha

    Published in Frontiers in Artificial Intelligence (2025-02-01)
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  11. 11

    Survival Analysis as Imprecise Classification with Trainable Kernels by Andrei Konstantinov, Lev Utkin, Vlada Efremenko, Vladimir Muliukha, Alexey Lukashin, Natalya Verbova

    Published in Mathematics (2025-09-01)
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