Maksim Karpov

Senior Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
Postgraduate Student, Junior Research Fellow:Faculty of Computer Science / Laboratory of Methods for Big Data Analysis

Maksim Karpov has been at HSE University since 2017.

Responsibilities

Conduct research in one or more topics that are close to the interests of the laboratory;
Publish articles in highly rated journals and report them at conferences;
Participate in events held by the laboratory;
Formalize the results of intellectual activity;
Manage the work of students.

Education

2022
Degree
HSE University
2020
Master's in Applied Mathematics and Informatics
HSE University, Faculty of Computer Science
2014
Degree in International Relations
Lomonosov Moscow State University, Faculty of Global Studies

Continuing education / Professional retraining / Internships / Study abroad experience

International Seminar «Distance-Based Education in The New Decade of XXI century» (November 27, 2020) Certificate;

Process Mining: Data Science in Action, Eindhoven University of Technology (Coursera, with honors) Certificate;

Data Culture Workshop on Mastering Teaching Skills (April 2019, Faculty of Computer Science, HSE University) Certificate;

Workshop «Modern machine learning and methods of teaching data analysis» (January 2018, HSE Study Center Voronovo, Moscow region) Certificate;

Third Machine Learning Summer School (July 17 - 23, 2017, Reading University, UK) Certificate of Attendance.

Professional Interests

machine learning deep learning

Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2019)

Postgraduate Studies

4th year of study
Approved topic of thesis: Detection and prediction of storage area network anomalies by analysing historical data
Academic Supervisor: Ustyuzhanin, Andrey

Scientific and Practical Workshop on Reproduction of State-of-the-art Scientific Results (4-18 April 2021)

Mentoring a group of students at the third project workshop from Yandex and Sirius. The theme of the project: «Clustering of CERN Logs».

Project Workshop for Developers, Educational Center «Sirius» (1-14 February 2019)

Mentoring a group of students at the first project workshop from Yandex, HSE and Sirius. The theme of the project: «Segmentation of images of city scenes for controlling self-driving vehicles».

Summer Workshop «Island 10-21», the Far Eastern Federal University (11-13 July 2018)

Crowd-science for solving big data processing problems. Increasingly, in business and science, we are faced with tasks that require data science expertise to solve them. Is it necessary to develop our own expertise in this area? Is it possible to attract external experts? Can I use the expertise of the data science community through platforms such as kaggle, coda lab or Yandex contest? How to formulate a problem in terms of clear and adequate solutions on these platforms. We will tell you about the ways to prepare tasks, features of the platforms and will go from the idea to the publication of the contest on one of them.

Publications³¹

Article The LHCb c., Derkach D., Maevskiy A., Karpov M., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Boldyrev A., Hushchyn M. Measurement of the W boson mass // Journal of High Energy Physics. 2022. Vol. 2022. No. 01. Article 36. doi
Article Aaij R., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Arzymatov K., Belavin V., Borisyak M., Philippov A., Popov S. Measurement of the lifetimes of promptly produced Ωc0 and Ξc0 baryons // Science Bulletin. 2022. Vol. 67. No. 5. P. 479-487. doi
Article The LHCb collaboration -., Aaji R., Abdelmotteleb A. S., Abellán Beteta C., Abudinen Gallego F. J., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Huschin M., Karpov M., Maevskiy A., Mokhnenko S., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Measurement of χc1(3872) production in proton-proton collisions at √s = 8 and 13 TeV // Journal of High Energy Physics. 2022. Article 131. doi
Article The LHCb collaboration -., Aaij R., Abdelmotteleb A. S., Abellán Beteta C., Abudinen Gallego F. J., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Mokhnenko S., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Study of B+c decays to charmonia and three light hadrons // Journal of High Energy Physics. 2022. Article 65. doi
Article Aaij R., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Philippov A., Popov A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Evidence of a J/ψΛ structure and observation of excited Ξ− states in the Ξ−b→J/ψΛK− decay // Science Bulletin. 2021. Vol. 66. No. 13. P. 1278-1287. doi
Article LHCb C., Arzymatov K., Belavin V., Borisyak M., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A. First measurement of the CP-violating phase in Bs0 → J / ψ ( → e + e - ) ϕ decays // The European Physical Journal C - Particles and Fields. 2021. Vol. 81. No. 11. Article 1026. doi
Article Aaij R., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Measurement of CP Violation in the Decay B+→K+π0 // Physical Review Letters. 2021. Vol. 126. No. 9. Article 091802. doi
Article Aaij R., Beteta C. A., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., T. Gaintseva, M. Hushchyn, Karpov M., Kazeev N., Maevskiy A., A. Philippov, S. Popov, Ratnikov F., Ryzhikov A., Ustyuzhanin A. Measurement of CP observables in B±→D(∗)K± and B±→D(∗)π± decays using two-body D final states // Journal of High Energy Physics. 2021. Article 81. doi
Article The LHCb c., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Arzymatov K., Belavin V., Borisyak M., Philippov A., Popov S. Measurement of J/ψ production cross-sections in pp collisions at s√ = 5 TeV // Journal of High Energy Physics. 2021. Article 181. doi
Article Aaij R., Beteta C. A., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A. Measurement of the CKM angle γ and B0s−B0s¯¯¯¯¯¯ mixing frequency with B0s→D∓sh±π±π∓ decays // Journal of High Energy Physics. 2021. Vol. 2021. No. 3. P. 1-45. doi
Article Aaij R., Abellán Beteta C., Ackernley T., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Kazeev N., Karpov M., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Measurement of the prompt-production cross-section ratio σ(χc2)/σ(χc1) in pPb collisions at sNN=8.16 TeV // Physical Review C - Nuclear Physics. 2021. Vol. 103. No. 6. Article 064905. doi
Article Aaij R., Beteta C. A., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., T. Gaintseva, M. Hushchyn, Karpov M., Kazeev N., Maevskiy A., A. Philippov, S. Popov, Ratnikov F., Ryzhikov A., Ustyuzhanin A. Observation of CP violation in two-body B0(s)-meson decays to charged pions and kaons // Journal of High Energy Physics. 2021. Vol. 2021. No. 3. Article 75. doi
Article Aaij R., Beteta C. A., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Филиппов А. С. Observation of New Resonances Decaying to J=ψK+ and J=ψφ // Physical Review Letters. 2021. Vol. 127. No. 8. Article 082001. doi
Article Aaij R., Beteta C. A., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A. Observation of a new excited D+s meson in B0 to D−D+K+π− decays // Physical Review Letters. 2021. Vol. 126. No. 12. P. 1-11. doi
Article Aaij R., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Observation of the decay Λ0b → χc1pπ− // Journal of High Energy Physics. 2021. Vol. 5. Article 95. doi
Article Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Mokhnenko S., Ratnikov F., Ryzhikov A., Ustyuzhanin A. Observation of the suppressed Lambda 0 b rightarrow DpK - decay with D rightarrow K + pi - and measurement of its CP asymmetry // Physical Review D - Particles, Fields, Gravitation and Cosmology. 2021. P. 1-21.
Article Aaij R., Belavin V., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Observation of the Λ0b→Λ+cK+K−π− decay // Physics Letters B. 2021. No. 815. Article 136172. doi
Article Aaij R., Beteta C. A., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Филиппов А. С. Observation of the 𝐵0𝑠 → D*±D∓ decay // Journal of High Energy Physics. 2021. Vol. 2021. No. 3. P. 1-18. doi
Article Arzymatov K., Hushchyn M., Sapronov A., Belavin V., Gremyachikh L., Karpov M., Ustyuzhanin A. Online detection of failures generated by storage simulator // Journal of Physics: Conference Series. 2021. Vol. 1740. Article 012052. doi
Article Aaji R., Adeva B., Abellán Beteta C., Ackernley T., Adinolfi M., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Precise measurement of the fs/fd ratio of fragmentation fractions and of Bs0 decay branching fractions // Physical Review D - Particles, Fields, Gravitation and Cosmology. 2021. Article 032005. doi
Article Aaij R., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Arzymatov K., Belavin V., Philippov A., Popov S. Search for CP violation in Ξ−b→pK−K−decays // Physical Review D - Particles, Fields, Gravitation and Cosmology. 2021. Vol. 104. No. 5. Article 052010. doi
Article Aaij R., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Search for CP violation in 𝐷+(𝑠)→ℎ+𝜋0 and 𝐷+(𝑠)→ℎ+𝜂 decays // Journal of High Energy Physics. 2021. Vol. 6. Article 19. doi
Article Aaij R., Beteta C. A., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A. Search for long-lived particles decaying to e±μ∓ν // The European Physical Journal C - Particles and Fields. 2021. Vol. 81. No. 261. P. 1-16. doi
Article The LHCb collaboration -., Aaij R., Abdelmotteleb A. S., Abellán Beteta C., Ackernley T., Arzymatov K., Belavin V., Borisyak M., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Philippov A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Search for the doubly charmed baryon 𝛯+𝑐𝑐 in the 𝛯+𝑐𝜋−𝜋+ final state // Journal of High Energy Physics. 2021. Article 107. doi
Article Aaij R., Abellán Beteta C., Ackernley T., Adeva B., Adinolfi M., Arzymatov K., Belavin V., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Phillippov A. S., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., LHCb Collaboration -. Search for the doubly heavy baryons Ω0bc and Ξ0bc decaying to Λ+cπ− and Ξ+cπ− // Chinese Physics C. 2021. Vol. 45. No. 9. Article 093002. doi
Article Aaij R., Beteta C. A., Ackernley T., Adeva B., Adinolfi M., Arzymatov K., Belavin V., Boldyrev A., Borisyak M., Derkach D., Hushchyn M., Karpov M., Kazeev N., Maevskiy A., Popov S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Zunica G. Search for the rare decay B0→J/ψϕ // Chinese Physics C. 2021. Vol. 45. No. 4. Article 043001. doi
Article The LHCb c., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Mokhnenko S., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Arzymatov K., Belavin V., Borisyak M., Philippov A., Popov S. Simultaneous determination of CKM angle γ and charm mixing parameters // Journal of High Energy Physics. 2021. Article 141. doi
Article The LHCb c., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Maevskiy A., Ratnikov F., Ryzhikov A., Ustyuzhanin A., Arzymatov K., Belavin V., Borisyak M., Philippov A., Popov S. Updated search for 𝐵+𝑐 decays to two charm mesons // Journal of High Energy Physics. 2021. Article 117. doi
Article Arzymatov K., Сапронов А. А., Belavin V., Gremyachikh L., Karpov M., Ustyuzhanin A., Tchoub I., Ikoev A. SANgo: a storage infrastructure simulator with reinforcement learning support // PeerJ Computer Science. 2020. P. 1-16. doi
Article Karpov M., Arzymatov K., Belavin V., Сапронов А. А., Ustyuzhanin A., Nevolin A. Hybrid approach to design of storage attached network simulation systems // International Journal of Civil Engineering and Technology. 2018. Vol. 9. No. 11. P. 220-226.
Article Belavin V., Ustyuzhanin A., Arzymatov K., Karpov M., Сапронов А. А. Tuning hybrid distributed storage system digital twins by reinforcement learning // Advances in Systems Science and Applications. 2018. Vol. 18. No. 4. P. 1-12. doi

Conferences

2022

46-я школа-конференция ИППИ РАН «Информационные технологии и системы» (ИТиС-2022) (Огниково Московской области). Presentation: Predicting a Next Activity in Event Logs: an Approach based on LSTMs and Gradient Boosting

Grants

Performer of the RFBR grant ‎‎«‎Basic research projects carried out by young scientists studying in doctoral school», application no. 20-37-90136, project topic: «‎Development of natural language processing methods for detecting anomalies in the event logs of big data storage systems» (2020-2022) under the supervision of Andrey Ustyuzhanin, Head of the laboratory.

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Aug

2017

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.