Valentina Kustikova

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Data Representations

Decision Tree Ensembles

Top Venues

Publications

Evgeny Kozinov, Evgeny Vasiliev, Andrey Gorshkov, Valentina Kustikova, Artem Maklaev, Valentin Volokitin, Iosif B. Meyerov
Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors. CoRR (2024)
Valentin Volokitin, Evgeny Kozinov, Valentina Kustikova, Alexey Liniov, Iosif B. Meyerov
Case Study for Running Memory-Bound Kernels on RISC-V CPUs. PaCT (2023)
Valentin Volokitin, Evgenii Vasiliev, Evgeny Kozinov, Valentina Kustikova, Alexei Liniov, Yury Rodimkov, Alexander Sysoyev, Iosif B. Meyerov
Improved vectorization of OpenCV algorithms for RISC-V CPUs. CoRR (2023)
Valentin Volokitin, Evgeny Kozinov, Valentina Kustikova, Alexey Liniov, Iosif B. Meyerov
Case Study for Running Memory-Bound Kernels on RISC-V CPUs. CoRR (2023)
Valentina Kustikova, Evgenii Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Roman Rybkin, Nadezhda Kogteva
DLI: Deep Learning Inference Benchmark. RuSCDays (2019)
Valentina Kustikova, Nikolai Yu. Zolotykh, Maxim Zhiltsov
Educational Course "Introduction to Deep Learning Using the Intel neon Framework". RuSCDays (2019)
Valentina Kustikova, Evgeny Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin, Anton Dudchenko, Gleb Gladilov
Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation. AIST (2019)
Valentina Kustikova, Mikhail Krivonosov, Alexey Pimashkin, Pavel Denisov, Alexey Zaikin, Mikhail Ivanchenko, Iosif B. Meyerov, Alexey V. Semyanov
CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes. AIST (2018)
Alexey Liniov, Valentina Kustikova, Alexander Sysoyev, Maxim Zhiltsov, Igor Polyakov, Denis A. Nasonov, Nikolay Butakov
Architecture of Middleware to Provide the Multiscale Modelling Using Coupling Templates. RuSCDays (2017)
Dmitry Kruchinin, Evgeny Dolotov, Kirill Kornyakov, Valentina Kustikova, Pavel Druzhkov
Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification. AIST (2015)
Pavel Druzhkov, Valentina Kustikova
The Investigation of Deep Data Representations Based on Decision Tree Ensembles for Classification Problems. AIST (Supplement) (2015)