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2020 – today
- 2024
[j3]Stanislav Kirpichenko
, Lev V. Utkin, Andrei V. Konstantinov, Vladimir Muliukha:
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect. Algorithms 17(1): 40 (2024)- [i6]Andrei V. Konstantinov, Boris V. Kozlov, Stanislav R. Kirpichenko, Lev V. Utkin:
Dual feature-based and example-based explanation methods. CoRR abs/2401.16294 (2024) - [i5]Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin:
Generating Survival Interpretable Trajectories and Data. CoRR abs/2402.12331 (2024) - [i4]Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko:
FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules. CoRR abs/2406.19897 (2024) - 2023
- [j2]Andrei V. Konstantinov, Stanislav Kirpichenko, Lev V. Utkin:
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression. Algorithms 16(5): 226 (2023) - [j1]Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko:
Attention and self-attention in random forests. Prog. Artif. Intell. 12(3): 257-273 (2023) - 2022
- [c1]Andrei V. Konstantinov, Lev V. Utkin, Stanislav Kirpichenko:
AGBoost: Attention-based Modification of Gradient Boosting Machine. FRUCT 2022: 96-101 - [i3]Andrei V. Konstantinov, Lev V. Utkin, Stanislav Kirpichenko:
AGBoost: Attention-based Modification of Gradient Boosting Machine. CoRR abs/2207.05724 (2022) - [i2]Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin:
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression. CoRR abs/2207.09139 (2022) - [i1]Stanislav R. Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov:
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect. CoRR abs/2211.10793 (2022)
Coauthor Index
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