Stanislav Kirpichenko

According to our database, Stanislav Kirpichenko authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of six.

2024

FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules.

Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko

CoRR, 2024

Generating Survival Interpretable Trajectories and Data.

Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin

CoRR, 2024

Dual feature-based and example-based explanation methods.

Andrei V. Konstantinov, Boris V. Kozlov, Stanislav R. Kirpichenko, Lev V. Utkin

CoRR, 2024

BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect.

Stanislav Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov, Vladimir Muliukha

Algorithms, 2024

2023

Attention and self-attention in random forests.

Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko

Prog. Artif. Intell., September, 2023

Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression.

Andrei V. Konstantinov, Stanislav Kirpichenko, Lev V. Utkin

Algorithms, 2023

2022

BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect.

Stanislav R. Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov

CoRR, 2022

AGBoost: Attention-based Modification of Gradient Boosting Machine.

Andrei V. Konstantinov, Lev V. Utkin, Stanislav Kirpichenko

Proceedings of the 31st Conference of Open Innovations Association, 2022