Rustem Takhanov

Assistant Professor, Mathematics, Nazarbayev University

Joined

September 2018

Names

Rustem Takhanov (Preferred)

Emails

****@nu.edu.kz (Confirmed)

Personal Links

DBLP

Career & Education History

Assistant Professor

Mathematics, Nazarbayev University (nu.edu.kz)

2015 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

On the Intrinsic Dimensions of Data in Kernel Learning
Rustem Takhanov
- AISTATS 2026 Spotlight
- Readers: Everyone
Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
Rustem Takhanov, Zhenisbek Assylbekov
- Submitted to ICLR 2026
- Readers: Everyone
Almost pairwise independence and resilience to deep learning attacks
Rustem Takhanov
- IACR Communications in Cryptology
- Readers: Everyone
Multi-layer random features and the approximation power of neural networks
Rustem Takhanov
- UAI 2024 poster
- Readers: Everyone
Approximation error of Fourier neural networks
Zhenisbek Assylbekov, Abylay Zhumekenov, Alejandro Castro, Rustem Takhanov
- 26 Apr 2021 (modified: 24 Apr 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Fourier neural networks: A comparative study
Zhenisbek Assylbekov, Malika Uteuliyeva, Abylay Zhumekenov, Rustem Takhanov, Alejandro Castro, Olzhas Kabdolov
- 26 Apr 2021 (modified: 24 Apr 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Semantics-and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)
Zhenisbek Assylbekov, Maxat Tezekbayev, Rustem Takhanov
- 26 Apr 2021 (modified: 24 Apr 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Dimension reduction as an optimization problem over a set of generalized functions
Rustem Takhanov
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Reusing Weights in Subword-Aware Neural Language Models
Zhenisbek Assylbekov, Rustem Takhanov
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT 2018
- Readers: Everyone
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones
Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov, Jonathan Washington
- 2017 (modified: 16 Jul 2019)
- EMNLP 2017
- Readers: Everyone

View all 11 publications