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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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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: Monitored by Research Administration
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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: Monitored by Research Administration
Research output
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Approximation error of Fourier neural networks
Zhumekenov, A., Takhanov, R., Castro, A. J. & Assylbekov, Z., 2021, In: Statistical Analysis and Data Mining. 14, 3, p. 258-270 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Context vectors are reflections of word vectors in half the dimensions
Assylbekov, Z. & Takhanov, R., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 5115-5119 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fourier neural networks: A comparative study
Zhumekenov, A., Uteuliyeva, M., Kabdolov, O., Takhanov, R., Assylbekov, Z. & Castilla, A. C., 2020, In: Intelligent Data Analysis. 24, 5, p. 1107-1120Research output: Contribution to journal › Article › peer-review
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Semantics-and syntax-related subvectors in the skip-gram embeddings (student abstract)
Tezekbayev, M., Assylbekov, Z. & Takhanov, R., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. American Association for Artificial Intelligence (AAAI) Press, p. 13937-13938 2 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Context vectors are reflections of word vectors in half the dimensions
Assylbekov, Z. & Takhanov, R., Sep 1 2019, In: Journal of Artificial Intelligence Research. 66, p. 225-242 18 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus)
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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 Learning Representations (Event)
Rustem Takhanov (Reviewer)
2019Activity: Publication peer-review and editorial work types › Publication peer-review
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Conference on Neural Information Processing Systems (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
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International Conference on Machine Learning (Event)
Rustem Takhanov (Reviewer)
2019Activity: Publication peer-review and editorial work types › Publication peer-review