Valentina Kustikova

According to our database, Valentina Kustikova authored at least 10 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors.

Evgeny Kozinov, Evgeny Vasiliev, Andrey Gorshkov, Valentina Kustikova, Artem Maklaev, Valentin Volokitin, Iosif B. Meyerov

CoRR, 2024

2023

Improved vectorization of OpenCV algorithms for RISC-V CPUs.

Valentin Volokitin, Evgenii Vasiliev, Evgeny Kozinov, Valentina Kustikova, Alexei Liniov, Yury Rodimkov, Alexander Sysoyev, Iosif B. Meyerov

CoRR, 2023

Case Study for Running Memory-Bound Kernels on RISC-V CPUs.

Valentin Volokitin, Evgeny Kozinov, Valentina Kustikova, Alexey Liniov, Iosif B. Meyerov

Proceedings of the Parallel Computing Technologies, 2023

2019

Educational Course "Introduction to Deep Learning Using the Intel neon Framework".

Valentina Kustikova, Nikolai Yu. Zolotykh, Maxim Zhiltsov

Proceedings of the Supercomputing, 2019

DLI: Deep Learning Inference Benchmark.

Valentina Kustikova, Evgenii Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Roman Rybkin, Nadezhda Kogteva

Proceedings of the Supercomputing, 2019

Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation.

Valentina Kustikova, Evgeny Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin, Anton Dudchenko, Gleb Gladilov

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes.

Valentina Kustikova, Mikhail Krivonosov, Alexey S. Pimashkin, Pavel Denisov, Alexey Zaikin, Mikhail Ivanchenko, Iosif B. Meyerov, Alexey V. Semyanov

Proceedings of the Analysis of Images, Social Networks and Texts, 2018

2017

Architecture of Middleware to Provide the Multiscale Modelling Using Coupling Templates.

Alexey Liniov, Valentina Kustikova, Alexander Sysoyev, Maxim Zhiltsov, Igor Polyakov, Denis A. Nasonov, Nikolay Butakov

Proceedings of the Supercomputing, 2017

2015

Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification.

Dmitry Kruchinin, Evgeny Dolotov, Kirill Kornyakov, Valentina Kustikova, Pavel Druzhkov

Proceedings of the Analysis of Images, Social Networks and Texts, 2015

The Investigation of Deep Data Representations Based on Decision Tree Ensembles for Classification Problems.

Pavel Druzhkov, Valentina Kustikova

Proceedings of the Supplementary Proceedings of the 4th International Conference on Analysis of Images, 2015