Projects per year
Personal profile
Professional Information
EDUCATION
- M.A., Applied Mathematics and Physics, Moscow Institute of Physics and Technology
- Ph.D., Theoretical Computer Science, Dorodnitsyn Computing Center of Russian Academy of Sciences
- Thesis at PhysTech: “Some estimations of generalization capabilities of learning algorithms”
- Ph.D. dissertation: “Predicate description of supplementary constraints in pattern recognition problems”
External positions
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Dive into the research topics where Rustem Takhanov is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Development of Shared Autonomy Human–Machine Control Interfaces for Intelligent Wheelchair Mounted Robot Arm Systems
Shintemirov, A., Takhanov, R., Yessenbayev, Z., Daribayev, Z., Sandygulova, A. & Rubagotti, M.
1/1/22 → 12/31/24
Project: CRP
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Probabilistic analysis of word and sentence embeddings with applications to Kazakh language processing
Assylbekov, Z., Zollanvari, A., Mynbaev, K. & Takhanov, R.
1/1/20 → 12/31/22
Project: CRP
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Deep Learning for Sequential Models in Natural Language Processing with Applications to Kazakh
Assylbekov, Z., Takhanov, R., Kashkynbayev, A., Myrzakhmetov, B., Salimzianov, I., Baltabayeva, A., Tanekeyev, G., Bissengaliyeva, D., Tuleuov, Z., Sadvakasov, S. & Bisazza, A.
4/6/18 → 12/31/20
Project: MES RK
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Autoencoders for a manifold learning problem with a jacobian rank constraint
Takhanov, R., Abylkairov, Y. S. & Tezekbayev, M., Nov 2023, In: Pattern Recognition. 143, 109777.Research output: Contribution to journal › Article › peer-review
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Computing a Partition Function of a Generalized Pattern-Based Energy over a Semiring
Takhanov, R., 2023, (Accepted/In press) In: Theory of Computing Systems.Research output: Contribution to journal › Article › peer-review
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Hardness of Learning AES Key
Pak, A., Nurmukhamedov, S., Takhanov, R. & Assylbekov, Z., Jun 27 2023, AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations. Williams, B., Chen, Y. & Neville, J. (eds.). American Association for Artificial Intelligence (AAAI) Press, p. 16296-16297 2 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hardness of Learning AES Key
Nurmukhamedov, S., Pak, A., Takhanov, R. & Assylbekov, Z., 2023, In: CEUR Workshop Proceedings. 3419, p. 42-47 6 p.Research output: Contribution to journal › Conference article › peer-review
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Initial Explorations on Chaotic Behaviors of Recurrent Neural Networks
Myrzakhmetov, B., Takhanov, R. & Assylbekov, Z., 2023, Computational Linguistics and Intelligent Text Processing - 20th International Conference, CICLing 2019, Revised Selected Papers. Gelbukh, A. (ed.). Springer Science and Business Media Deutschland GmbH, p. 351-363 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13451 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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International Conference on Learning Representations (Event)
Rustem Takhanov (Reviewer)
Apr 25 2022 → Apr 29 2022Activity: Publication peer-review and editorial work types › Editorial activity
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International Conference on Learning Representations (Event)
Rustem Takhanov (Reviewer)
2020Activity: Publication peer-review and editorial work types › Publication peer-review
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International Conference on Machine Learning (Event)
Rustem Takhanov (Reviewer)
2019Activity: Publication peer-review and editorial work types › Publication peer-review
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International Conference on Learning Representations (Event)
Rustem Takhanov (Reviewer)
2019Activity: Publication peer-review and editorial work types › Publication peer-review
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AAAI Conference on Artificial Intelligence (Event)
Rustem Takhanov (Reviewer)
2019Activity: Publication peer-review and editorial work types › Editorial activity