Rustem Takhanov
Nazarbayev University
H-index: 7
Asia-Kazakhstan
Top articles of Rustem Takhanov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-layer random features and the approximation power of neural networks | arXiv preprint arXiv:2404.17461 | Rustem Takhanov | 2024/4/26 |
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods | Rustem Takhanov Maxat Tezekbayev Artur Pak Arman Bolatov Zhibek Kadyrsizova | 2024/2/27 | |
On the induced problem for fixed-template CSPs | Rustem Takhanov | 2024/2/7 | |
On the speed of uniform convergence in Mercer's theorem | Journal of Mathematical Analysis and Applications | Rustem Takhanov | 2023/2/15 |
Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic | arXiv preprint arXiv:2310.12660 | Rustem Takhanov Maxat Tezekbayev Artur Pak Arman Bolatov Zhenisbek Assylbekov | 2023/10/19 |
Computing a partition function of a generalized pattern-based energy over a semiring | Theory of Computing Systems | Rustem Takhanov | 2023/8 |
Hardness of learning AES key (student abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Artur Pak Sultan Nurmukhamedov Rustem Takhanov Zhenisbek Assylbekov | 2023/6/26 |
Reducing the dimensionality of data using tempered distributions | Digital Signal Processing | Rustem Takhanov | 2023/3/1 |
The algebraic structure of the densification and the sparsification tasks for CSPs | Constraints | Rustem Takhanov | 2023/3 |
Autoencoders for a manifold learning problem with a jacobian rank constraint | Pattern Recognition | Rustem Takhanov Y Sultan Abylkairov Maxat Tezekbayev | 2023/11/1 |
Learning the pattern-based CRF for prediction of a protein local structure | Informatica | Zhalgas Mukanov Rustem Takhanov | 2022/9/5 |
Spectral bounds of the -entropy of kernel classes | arXiv preprint arXiv:2204.04512 | Rustem Takhanov | 2022/4/9 |
Hardness of Learning AES Key | Sultan Nurmukhamedov Artur Pak Rustem Takhanov Zhenisbek Assylbekov | 2022 | |
Combining pattern-based CRFs and weighted context-free grammars | Intelligent Data Analysis | Rustem Takhanov Vladimir Kolmogorov | 2022/1/1 |
Approximation error of Fourier neural networks | Statistical Analysis and Data Mining: The ASA Data Science Journal | Abylay Zhumekenov Rustem Takhanov Alejandro J Castro Zhenisbek Assylbekov | 2021/6 |
How many moments does MMD compare? | arXiv preprint arXiv:2106.14277 | Rustem Takhanov | 2021/6/27 |
Dimension reduction as an optimization problem over a set of generalized functions | Rustem Takhanov | 2020/10/2 | |
Fourier neural networks: A comparative study | Intelligent Data Analysis | Malika Uteuliyeva Abylay Zhumekenov Rustem Takhanov Zhenisbek Assylbekov Alejandro J Castro | 2020/1/1 |
Co-Authors
