Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Vakhrushev, Anton"'
Autor:
Samra, Abdulaziz, Frolov, Evgeney, Vasilev, Alexey, Grigorievskiy, Alexander, Vakhrushev, Anton
Data sparsity has been one of the long-standing problems for recommender systems. One of the solutions to mitigate this issue is to exploit knowledge available in other source domains. However, many cross-domain recommender systems introduce a comple
Externí odkaz:
http://arxiv.org/abs/2409.15568
Autor:
Iosipoi, Leonid, Vakhrushev, Anton
Gradient Boosted Decision Tree (GBDT) is a widely-used machine learning algorithm that has been shown to achieve state-of-the-art results on many standard data science problems. We are interested in its application to multioutput problems when the ou
Externí odkaz:
http://arxiv.org/abs/2211.12858
Autor:
Vakhrushev, Anton, Ryzhkov, Alexander, Savchenko, Maxim, Simakov, Dmitry, Damdinov, Rinchin, Tuzhilin, Alexander
We present an AutoML system called LightAutoML developed for a large European financial services company and its ecosystem satisfying the set of idiosyncratic requirements that this ecosystem has for AutoML solutions. Our framework was piloted and de
Externí odkaz:
http://arxiv.org/abs/2109.01528