Andrei V. Konstantinov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
1
Active years
2019–2022
Best venue rank
Regional
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | FRUCT | Multiple Instance Learning through Explanation by Using a Histopathology Example. | Andrei V. Konstantinov, Lev V. Utkin |
| 2022 | FRUCT | AGBoost: Attention-based Modification of Gradient Boosting Machine. | Andrei V. Konstantinov, Lev V. Utkin, Stanislav Kirpichenko |
| 2021 | FRUCT | Gradient Boosting Machine with Partially Randomized Decision Trees. | Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha |
| 2021 | FRUCT | Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions. | Lev V. Utkin, Pavel D. Drobintsev, Maxim Kovalev, Andrei V. Konstantinov |
| 2019 | FRUCT | A Deep Forest Improvement by Using Weighted Schemes. | Lev V. Utkin, Andrei V. Konstantinov, Anna A. Meldo, Mikhail A. Ryabinin, Viacheslav S. Chukanov |