Concepedia

Liudmila Prokhorenkova

LP

13

Publications

1.4K

Citations

11

H-Index

2014

Active since

Affiliations

Yandex (Russia)(Current)

Moscow Institute of Physics and Technology

National Research University Higher School of Economics

University of Twente

Eindhoven University of Technology

Liudmila Prokhorenkova is an author at Yandex (Russia) specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryBusinessGraph TheoryData MiningMachine LearningNetwork AnalysisStatistics

Publications per year

2014–2023

13

Publications

13

CatBoost: unbiased boosting with categorical features

Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev et al. · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

Engineering, Machine Learning, Categorical Features +17

Fighting biases with dynamic boosting.

Anna Veronika Dorogush, Andrey Gulin, Gleb Gusev et al. · arXiv (Cornell University) · 2017 · 45 citations · Full text

Dynamic Boosting, Engineering, Machine Learning +18

Uncertainty in Gradient Boosting via Ensembles

Liudmila Prokhorenkova · arXiv (Cornell University) · 2020 · 33 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Modularity in several random graph models

Liudmila Prokhorenkova, Paweł Prałat · Electronic Notes in Discrete Mathematics · 2017 · 32 citations

Graph Theory, Random Graph, Business +4

Good Classification Measures and How to Find Them

Martijn Gösgens, Anton Zhiyanov, Liudmila Prokhorenkova · TU/e Research Portal · 2022 · 26 citations · Full text

Engineering, Machine Learning, Text Mining +20

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