Rustem Takhanov -

Адрес электронной почтыrustem.takhanovnu.edukz

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Узнайте самые подробные результаты анализа активности Rustem Takhanov. Указанные в этом разделе метки относятся к работам этого человека. Вместе они формируют уникальную картину активности.

1 Аналогичные профили

2 Завершено
3 Активно

The study of manifold learning and its applications in anomaly detection and supervised learning
Takhanov, R. (PI)
4/1/25 → 12/31/27
Проект
Analysis of Benign Overfitting in Retrieval Augmented Models
Takhanov, R. (PI)
1/1/23 → 12/31/25
Проект
Development of Shared Autonomy Human–Machine Control Interfaces for Intelligent Wheelchair Mounted Robot Arm Systems
Sandygulova, A. (PI), Takhanov, R. (Co-PI), Yessenbayev, Z. (Co-PI), Daribayev, Z. (Co-PI) & Rubagotti, M. (Other Faculty/Researcher)
1/1/22 → 12/31/25
Проект
Probabilistic analysis of word and sentence embeddings with applications to Kazakh language processing
Assylbekov, Z. (PI), Zollanvari, A. (Co-PI), Mynbaev, K. (Co-PI) & Takhanov, R. (Other Faculty/Researcher)
1/1/20 → 12/31/22
Проект
Deep Learning for Sequential Models in Natural Language Processing with Applications to Kazakh
Assylbekov, Z. (PI), Takhanov, R. (Other Faculty/Researcher), Kashkynbayev, A. (Other Faculty/Researcher), Myrzakhmetov, B. (Master student/Bachelor degree holder), Salimzianov, I. (Master student/Bachelor degree holder), Baltabayeva, A. (PhD student/Master degree holder), Tanekeyev, G. (PhD student/Master degree holder), Bissengaliyeva, D. (Master student/Bachelor degree holder), Tuleuov, Z. (PhD student/Master degree holder), Sadvakasov, S. (PhD student/Master degree holder) & Bisazza, A. (Other participant)
4/6/18 → 12/31/20
Проект

18 Article
13 Conference contribution
4 Conference article
2 Paper

Gradient descent fails to learn high-frequency functions and modular arithmetic
Takhanov, R., Tezekbayev, M., Pak, A., Bolatov, A. & Assylbekov, Z., апр. 2025, В: Machine Learning. 114, 4, 117.
Результат исследований › рецензирование

Открытый доступ
1 Цитирования (Scopus)
The informativeness of the gradient revisited
Takhanov, R., сент. 2025, В: Neural Networks. 189, 107517.
Результат исследований › рецензирование
Multi-layer random features and the approximation power of neural networks
Takhanov, R., 2024, В: Proceedings of Machine Learning Research. 244, стр. 3299-3322 24 стр.
Результат исследований › рецензирование
On the Induced Problem for Fixed-Template CSPs
Takhanov, R., 2024, SOFSEM 2024: Theory and Practice of Computer Science - 49th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2024, Proceedings. Fernau, H., Gaspers, S. & Klasing, R. (ред.). Springer Science and Business Media Deutschland GmbH, стр. 485-499 15 стр. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); том 14519 LNCS).
Результат исследований
Autoencoders for a manifold learning problem with a jacobian rank constraint
Takhanov, R., Abylkairov, Y. S. & Tezekbayev, M., нояб. 2023, В: Pattern Recognition. 143, 109777.
Результат исследований › рецензирование
2 Цитирования (Scopus)

5 Publication peer-review
2 Editorial activity

International Conference on Learning Representations (Event)
Takhanov, R. (Reviewer)
апр. 25 2022 → апр. 29 2022
Деятельность
International Conference on Learning Representations (Event)
Takhanov, R. (Reviewer)
2020
Деятельность
International Conference on Learning Representations (Event)
Takhanov, R. (Reviewer)
2019
Деятельность
Conference on Neural Information Processing Systems (Event)
Takhanov, R. (Reviewer)
2019
Деятельность
AAAI Conference on Artificial Intelligence (Event)
Takhanov, R. (Reviewer)
2019
Деятельность

Rustem Takhanov, PhD

Личный профиль

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Коллаборации и основные области исследования за последние пять лет

Подробнее

The study of manifold learning and its applications in anomaly detection and supervised learning

Analysis of Benign Overfitting in Retrieval Augmented Models

Development of Shared Autonomy Human–Machine Control Interfaces for Intelligent Wheelchair Mounted Robot Arm Systems

Probabilistic analysis of word and sentence embeddings with applications to Kazakh language processing

Deep Learning for Sequential Models in Natural Language Processing with Applications to Kazakh

Gradient descent fails to learn high-frequency functions and modular arithmetic

The informativeness of the gradient revisited

Multi-layer random features and the approximation power of neural networks

On the Induced Problem for Fixed-Template CSPs

Autoencoders for a manifold learning problem with a jacobian rank constraint

International Conference on Learning Representations (Event)

International Conference on Learning Representations (Event)

International Conference on Learning Representations (Event)

Conference on Neural Information Processing Systems (Event)

AAAI Conference on Artificial Intelligence (Event)

Rustem Takhanov, PhD

Личный профиль

Professional Information

Внешние позиции

Fingerprint

Коллаборации и основные области исследования за последние пять лет

Проекты

Результат исследований

Виды деятельности