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Regular version of the site
Language Proficiency
English
Contacts
Phone:
+7 (495) 772-95-90
27358
Address: 11 Pokrovsky Bulvar, Pokrovka Complex, room T924
HDI Lab
Timetable
ORCID: 0000-0002-7536-4576
ResearcherID: G-6280-2015
Scopus AuthorID: 55178400400
Google Scholar
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Office hours
Monday: 16:00 - 20:00 Friday: 10:00 - 12:30
Supervisor
I. Arzhantsev
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Alexey Naumov

  • Alexey Naumov has been at HSE University since 2016.

Education and Degrees

  • 2022

    Doctor of Sciences*
    HSE University

  • 2013

    Candidate of Sciences* (PhD)
    Lomonosov Moscow State University

  • 2013

    PhD
    Bielefeld University

  • 2010

    Degree
    Lomonosov Moscow State University

* Candidate of Sciences
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
* Doctor of Sciences
A post-doctoral degree called Doctor of Sciences is given to reflect second advanced research qualifications or higher doctorates in ISCED 2011.

Continuing education / Professional retraining / Internships / Study abroad experience

Chinese University of Hong Kong, Department of Statistics, Hong Kong, Sep. 2015 -- Dec. 2015.
Bielefeld University, Faculty of Mathematics, Jan. 2013 -- Nov. 2013.

Awards and Accomplishments

Best Teacher – 2022, 2019, 2018

Professional memberships

The Bernoulli Society for Mathematical Statistics and Probability (2009)

Courses (2023/2024)

Courses (2022/2023)

Courses (2021/2022)

Courses (2020/2021)

Courses (2019/2020)

Courses (2018/2019)

Grants

RSF grant № 19-71-30020, "Applications of probabilistic artificial neural generative models to development of digital twin technology for non-linear stochastic systems", 2019 - 2022 (HSE University)

RSF grant № 18-11-00132, "Analysis of high dimensional random objects with applications to large-scale data processing", 2018-2020 (HSE University)

Presidents of Russian Federation Grant for young scientists №  4596.2016.1, "Local laws for random matrices and universality of local spectral statistics", 2016-2017 (Lomonosov MSU, Skoltech)

RFBR grant 16-31-00005 ”Spectral analysis of large dimensional random matrices”, 2016–2017 (Lomonosov MSU, Skoltech)

Publications39


Scholarships

Simons Foundation scholarship, 2013.
Rosgosstrakh (RGS) scholarship, 2009--2010.

Timetable for today

Full timetable

‘Every Article on NeurIPS Is Considered a Significant Result’

Staff members of the HSE Faculty of Computer Science will present 12 of their works at the 37th Conference and Workshop on Neural Information Processing Systems (NeurIPS), one of the most significant events in the field of artificial intelligence and machine learning. This year it will be held on December 10–16 in New Orleans (USA).

HSE University Hosts Fall into ML 2023 Conference on Machine Learning

Over three days, more than 300 conference participants attended workshops, seminars, sections and a poster session. During panel discussions, experts deliberated on the regulation of artificial intelligence (AI) technologies and considered collaborative initiatives between academic institutions and industry to advance AI development through megaprojects.

Fall into ML 2023: HSE University’s Faculty of Computer Science Organises Conference on Machine Learning

On October 26–28, HSE University’s Institute of Artificial Intelligence and Digital Sciences at the Faculty of Computer Science will hold a conference titled Fall into ML 2023 withsupport from the HSE University AI Research Centre . The event is dedicated to promising directions of fundamental AI development.

Faculty of Computer Science and AI Centre Welcome Applications to Binary Super Resolution Challenge

From July 18 to October 15, 2023, the HSE University Faculty of Computer Science and AI Centre invite those interested to take part in the online Binary Super Resolution Challenge (BSRC-2023). The top 50 teams will receive prizes, and the top three will receive cash prizes.

Days of Computer Science Held as HSE University

Every spring, HSE University’s Faculty of Computer Science, which this year turns nine years old, traditionally opens its doors and invites everyone to a festival. This time, more than 20 events with over 2,000 registered participants were held between April 8th and 16th as part of the Days of Computer Science.

HSE University’s Joint Master’s Programme with Skoltech Named Best Educational Initiative at Data Fusion Awards 2023

VTB, CNews, and Skolkovo have announced the winners of the Data Fusion Awards 2023, a nationwide cross-industry award in the sphere of big data technology. The awards recognise the top projects in the public sector, business, and education. The English-taught Master’s programme Math of Machine Learning, implemented jointly by HSE University’s Faculty of Computer Science and the Skolkovo Institute of Science and Technology, was named the educational initiative of the year. Second place in this category was awarded to the Graduate School of Business’s Master’s programme Business Analytics and Big Data Systems.

HSE Researchers Contribute to Artificial Intelligence Journey Conference

The AI Journey international conference is a major platform for sharing cutting-edge innovations in artificial intelligence and machine learning. In late November 2022, AIJ was once again hosted by Sber. The conference was attended by HSE researchers from the Faculty of Computer Science and the Centre for Artificial Intelligence.

Three HSE Researchers Receive Ilya Segalovich Award

Three researchers of the HSE Faculty of Computer Science are among the winners of the 2022 Ilya Segalovich Award: Research Professor Dmitry Vetrov, Associate Professor Alexey Naumov and doctoral student Sergey Samsonov. The award, established by Yandex in 2019, is aimed at supporting young researchers and the scientific community in the field of IT in Russia, Belarus and Kazakhstan.

Fall into ML: Autumn School and Conference on Machine Learning Held at HSE University

On November 1st-3rd, 2022 the International Laboratory of Stochastic Algorithms and High-Dimensional Inference of the HSE Faculty of Computer Science and the Laboratory of Methods for Big Data Analysis with the support of HSE AI Centre and the Russian Science Foundation organized the first autumn school and conference on artificial intelligence ‘Fall into ML’. The new format of the event included a school for students and young researchers.

17 Articles by Researchers of HSE Faculty of Computer Science Accepted at NeurIPS

In 2022, 17 articles by the researchers of HSE Faculty of Computer Science were accepted at the NeurIPS (Conference and Workshop on Neural Information Processing Systems), one of the world’s most prestigious events in the field of machine learning and artificial intelligence. The 36th conference will be held in a hybrid format from November 28th to December 9th in New Orleans (USA).

HSE Faculty of Computer Science and Skoltech Hold Math of Machine Learning Olympiad 2022

HSE's Faculty of Computer Science and the Skolkovo Institute of Science and Technology have held the Mathematics of Machine Learning Olympiad for the fifth time. The participants competed for prizes and the opportunity to matriculate at two universities without exams by enrolling in the HSE and Skoltech joint master's programme in Math of Machine Learning.

SAMPLE Conference Takes Place

On October 26-30, Statistics, Artificial Intelligence, Machine Learning, Probability, Learning Theory Event (SAMPLE) conference took place in Gelendzhik, Russia.

Faculty Submits Ten Papers to NeurIPS 2021

35th Conference on Neural Information Processing Systems (NeurIPS 2021) is one of the world's largest conferences on machine learning and neural networks. It takes place on December 6-14, 2021.

HSE University Becomes the First Russian University to Confer a Doctoral Degree in Computer Science

Upon successfully defending his dissertation before HSE Dissertation Council in Computer Science, Pavel Dvurechensky became the first Doctor of Computer Science in Russia. This was possible thanks to the fact that, starting in 2018, HSE University received the right to award its own academic degrees.

Faculty of Computer Science and Skoltech Host Third Statistical Learning Theory Olympiad

HSE University’s Faculty of Computer Science and Skoltech have organised Statistical Learning Theory Olympiad for the third time. The Olympiad’s main award is admission to the HSE University and Skoltech joint master’s programme.

"I Am Impressed by the Sirius Atmosphere"

Sirius held a conference school arranged by the Talent and Success Foundation, Yandex, and the International Laboratory of Stochastic Algorithms and High-Dimensional Inference of HSE University. 

First Cohort Graduates from Master’s Programme in Statistical Learning Theory

The Master's Programme in Statistical Learning Theory was launched in 2017. It is run jointly with the Skolkovo Institute of Science and Technology (Skoltech). The programme trains future scientists to effectively carry out fundamental research and work on new challenging problems in statistical learning theory, one of the most promising fields of science. Yury Kemaev and Maxim Kaledin, from the first cohort of programme graduates, sat down with HSE News Service to talk about their studies and plans for the future.

First Cohort Graduates from Master’s Programme in Statistical Learning Theory

The Master's Programme ‘Statistical Learning Theory’ was launched in 2017, and is run jointly with the Skolkovo Institute of Science and Technology(Skoltech).

HDI Lab staff attend International Vilnius Conference on Probability Theory and Mathematical Statistics 2018

12th International Vilnius Conference on Probability Theory and Mathematical Statistics and 2018 IMS Annual Meeting on Probability and Statistics took place in Vilnius (Lithuania) on July 2-6. This is one of the world's leading conferences in the field of modern probability theory and mathematical statistics, which is held every four years since 1973. This year over 200 works were presented at the event and 500 participants from all over the globe attended it.

Structural Learning Seminar Summer Meeting

On 19 July at 11 am an extraordinary meeting of Structural Learning Seminar was held on the Faculty of Computer Science.

Laboratory Researchers Received Russian Science Foundation Grant

Team of researchers of the HSE International Laboratory of Stochastic Algorithms and High-Dimensional Inference was announced as a winner of the Russian Science Foundation Grant Competition to support fundamental and exploratory scientific research conducted by individual scientific groups and was awarded three-year grant for implementation of the project "Analysis of high dimensional random objects with applications to large scale data processing" (RSF №18-11-00132).

HSE Lends Its Support to the Very First Conference in ‘New Frontiers in High-Dimensional Probability and Statistics’

On February 23 and 24, the Institute for Information Transmission Problems of the Russian Academy of Sciences hosted the first international mini-conference entitled ‘New frontiers in high-dimensional probability and statistics’. The event was attended by Russian and international researchers in the field of statistical methods of analysis of multidimensional data and modern stochastic algorithms. The conference was hosted by HSE, the Institute for Information Transmission Problems of the RAS and Skoltech. Organisers included HSE Faculty of Computer Science staff, Vladimir Spokoiny, Alexey Naumov, Denis Belomestny and Quentin Paris.

‘Our Programme Aims to Make a Research Breakthrough at the Intersection of Mathematics and Computer Science’

In 2017, the HSE Faculty of Computer Science and Skoltech are opening admissions to the Master’s programme inStatistical Learning Theory, which will become the successor to theMathematical Methods of Optimization and Stochastics programme.Vladimir Spokoiny, the programme’s academic supervisor and professor of mathematics at Humboldt University in Berlin, told us about the research part of the new programme and the opportunities it offers to both Master’s students and undergraduate students alike.