Stanislav Kirpichenko

According to our database, Stanislav Kirpichenko authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

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