Stanislav R. Kirpichenko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Kernel Function

Significant Improvement

Nadaraya Watson

Top Venues

Prog. Artif. Intell.

Publications

Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin
Generating Survival Interpretable Trajectories and Data. CoRR (2024)
Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko
FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules. CoRR (2024)
Andrei V. Konstantinov, Boris V. Kozlov, Stanislav R. Kirpichenko, Lev V. Utkin
Dual feature-based and example-based explanation methods. CoRR (2024)
Lev V. Utkin, Andrei V. Konstantinov, Stanislav R. Kirpichenko
Attention and self-attention in random forests. Prog. Artif. Intell. 12 (3) (2023)
Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression. CoRR (2022)
Stanislav R. Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect. CoRR (2022)