Nikita Kazeev
- Research Assistant, Postgraduate Student:Faculty of Computer Science / Laboratory of Methods for Big Data Analysis
- Nikita Kazeev has been at HSE since 2016.
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2017-2018)
Postgraduate Studies
3rd year of study
Approved topic of thesis: Machine Learning for particle identification in the LHCb detector
Academic Supervisor: Ustyuzhanin, Andrey
Student Term / Thesis Papers
- Bachelor
D. Dubov «Learning Spacecraft Control with Reinforcement Learning». Faculty of Computer Science, 2018
- Master
S. Popov «Decision Tree Ensembles on Tabular Data». Faculty of Computer Science, 2019
L. Gremyachikh «Automation of Satellite Collision Avoidance Maneuvers with Deep Reinforcement Learning». Faculty of Computer Science, 2018
Courses (2017/2018)
Publications14
- Article Kazeev N., Derkach D., Ratnikov F., Ustyuzhanin A., Volokhova A. Cherenkov detectors fast simulation using neural networks // Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2019 doi
- Article Kazeev N., Derkach D., Ratnikov F., Ustyuzhanin A., Volokhova A. Cherenkov detectors fast simulation using neural networks // Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2019 doi
- Article M. Borisyak, N. Kazeev. Machine Learning on data with sPlot background subtraction // Journal of Instrumentation. 2019. Vol. 14. No. 08. P. 1-8. doi
- Article Derkach D., Hushchyn M., Kazeev N., Ratnikov F., Arzymatov K., Borisyak M. A., Chekalina V., Ustyuzhanin A. Measurement of the Charm-Mixing Parameter yCP // Physical Review Letters. 2019. Vol. 122. No. 1. P. 1-10. doi
- Article Derkach D., Hushchyn M., Kazeev N., Ratnikov F., Ustyuzhanin A., Borisyak M. A., Arzymatov K., Chekalina V. Search for CP violation through an amplitude analysis of D0 → K+K−π+π− decays // Journal of High Energy Physics. 2019. Vol. 2019. No. 2. P. 1-33. doi
- Article Ratnikov F., Баранов А. С., Borisyak M. A., Derkach D., Hushchyn M., Kazeev N., Ustyuzhanin A. First measurement of the CP-violating phase ϕdds in B s 0 → (K+π−)(K−π+) decays // Journal of High Energy Physics. 2018. Vol. 2018. P. 1-31. doi
- Article Derkach D., Hushchyn M., Likhomanenko T., Rogozhnikov A., Kazeev N., Chekalina V., Нейчев Р. Г., Stanislav K., Ratnikov F. Machine-Learning-based global particle-identification algorithms at the LHCb experiment // Journal of Physics: Conference Series. 2018. Vol. 1085. No. 4. P. 1-5. doi
- Article Kazeev N., Derkach D., Hushchyn M., Ratnikov F., Ustyuzhanin A. Search for the rare decay Λ c+→ p μ+ μ− // Physical Review D - Particles, Fields, Gravitation and Cosmology. 2018. Vol. 97. P. 091101-1-091101-10. doi
- Article Ustyuzhanin A., Derkach D., Borisyak M. A., Баранов А. С., Hushchyn M., Kazeev N., Ratnikov F. Search for weakly decaying bb-flavored pentaquarks // Physical Review D - Particles, Fields, Gravitation and Cosmology. 2018. Vol. 97. P. 032010-1-032010-11. doi
- Article D. Derkach, N. Kazeev, R Neychev, A. Panin, Trofimov I., A. Ustyuzhanin, Vesterinen M. LHCb trigger streams optimization // Journal of Physics: Conference Series. 2017. Vol. 898. No. 6. P. 1-6. doi
- Article Hushchyn M., Ustyuzhanin A., Derkach D., Ratnikov F., Баранов А. С., Kazeev N., Borisyak M. A. Measurement of CP asymmetry in D0→ K− K+ decays // Physics Letters. Section B: Nuclear, Elementary Particle and High-Energy Physics. 2017. Vol. 767. P. 177-187. doi (in press)
- Article LHCb C., Borisyak M. A., Derkach D., N. Kazeev, Rogozhnikov A., Ratnikov F., Ustyuzhanin A. Observation of the doubly charmed baryon Ξ++cc // Physical Review Letters. 2017. Vol. 119. No. 11. P. 1-10. doi
- Article LHCb C., Derkach D., Kazeev N., Ratnikov F., Rogozhnikov A., Ustyuzhanin A. Search for Baryon-Number Violating Ξ b 0 Oscillations // Physical Review Letters. 2017. Vol. 119. No. 18. P. 181807-1-181807-9. doi
- Article Kazeev N., Ustyuzhanin A., Artemov A., Redkin A. Event Index — an LHCb Event Search System // Journal of Physics: Conference Series. 2015. Vol. 664. No. 3. P. 032019-032019. doi
Conferences
- 2018
23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP-2018) (София). Presentation: Machine Learning based Global Particle Identification Algorithms at the LHCb Experiment
10th International Workshop on Ring Imaging Cherenkov Detectors (RICH 2018) (Москва). Presentation: Cherenkov Detectors Fast Simulations Using Neural Networks
IV international conference on particle physics and astrophysics (ICPPA) (Москва). Presentation: Machine learning at LHCb
- 2016
22nd International Conference on Computing in High Energy and Nuclear Physics, CHEP 2016 (San Francisco). Presentation: LHCb trigger streams optimization
4th National eScience Symposium Science in a Digital World (Amsterdam). Presentation: Reproducible Machine Learning for Humans
DevFest Siberia (Новосибирск). Presentation: Изучая Вселенную при помощи больших данных и машинного обучения
17th International workshop on Advanced Computing and Analysis Techniques in physics research (ACAT) (Valparaiso). Presentation: LHCb data processing optimization using Event Index
Inter-experimental LHC Machine Learning (IML) Working Group meeting (Geneva). Presentation: Optimisation of data storage (Clustering with gradient descent)
81st LHCb Collaboration Week (Сантьяго-де-Компостела). Presentation: HLT streaming optimization
31 Teams from Seven Countries Make It to IDAO Finals
On February 18, the online round of the International Data Analysis Olympiad (IDAO) officially finished. The Data analysis competition is organized by the HSE Faculty of Computer Science and Yandex with the support of Sberbank. This year 1287 teams from 78 countries took part in the online round.
Third Machine Learning Summer School Held in UK
On July 17-23 the Third Machine Learning summer school organized by Yandex School of Data Analysis, Laboratory of Methods for Big Data Analysis at the National Research University Higher School of Economics and Imperial College London was held in Reading, UK. 60 students, doctoral students and researchers from 18 countries and 47 universities took part in the event.
