Zhenisbek Assylbekov

According to our database, Zhenisbek Assylbekov authored at least 31 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic.

Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhenisbek Assylbekov

CoRR, 2023

Long-Tail Theory Under Gaussian Mixtures.

Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Hardness of Learning AES with Gradient-Based Methods.

Kanat Alimanov, Zhenisbek Assylbekov

Proceedings of the Cryptology and Network Security - 22nd International Conference, 2023

Intractability of Learning the Discrete Logarithm with Gradient-Based Methods.

Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov

Proceedings of the Asian Conference on Machine Learning, 2023

Hardness of Learning AES Key (Student Abstract).

Artur Pak, Sultan Nurmukhamedov, Rustem Takhanov, Zhenisbek Assylbekov

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

From Hyperbolic Geometry Back to Word Embeddings.

Zhenisbek Assylbekov, Sultan Nurmukhamedov, Arsen Sheverdin, Thomas Mach

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Speeding Up Entmax.

Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Hardness of Learning AES Key (Short Paper).

Sultan Nurmukhamedov, Artur Pak, Rustem Takhanov, Zhenisbek Assylbekov

Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, November 28, 2022

2021

Approximation error of Fourier neural networks.

Abylay Zhumekenov, Rustem Takhanov, Alejandro J. Castro, Zhenisbek Assylbekov

Stat. Anal. Data Min., 2021

The Rediscovery Hypothesis: Language Models Need to Meet Linguistics.

Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov

J. Artif. Intell. Res., 2021

Geometric Probing of Word Vectors.

Madina Babazhanova, Maxat Tezekbayev, Zhenisbek Assylbekov

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Hyperbolic Embedding for Finding Syntax in BERT.

Temirlan Auyespek, Thomas Mach, Zhenisbek Assylbekov

Proceedings of the AIxIA 2021 Discussion Papers co-located with the the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020

Fourier neural networks: A comparative study.

Malika Uteuliyeva, Abylay Zhumekenov, Rustem Takhanov, Zhenisbek Assylbekov, Alejandro J. Castro, Olzhas Kabdolov

Intell. Data Anal., 2020

Binarized PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces.

Zhenisbek Assylbekov, Alibi Jangeldin

CoRR, 2020

Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract).

Zhenisbek Assylbekov, Rustem Takhanov

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces.

Zhenisbek Assylbekov, Alibi Jangeldin

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract).

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract).

Aidana Karipbayeva, Alena Sorokina, Zhenisbek Assylbekov

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Context Vectors are Reflections of Word Vectors in Half the Dimensions.

Zhenisbek Assylbekov, Rustem Takhanov

J. Artif. Intell. Res., 2019

Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings.

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

CoRR, 2019

A Critique of the Smooth Inverse Frequency Sentence Embeddings.

Aidana Karipbayeva, Alena Sorokina, Zhenisbek Assylbekov

CoRR, 2019

Low-Rank Approximation of Matrices for PMI-Based Word Embeddings.

Alena Sorokina, Aidana Karipbayeva, Zhenisbek Assylbekov

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Initial Explorations on Chaotic Behaviors of Recurrent Neural Networks.

Bagdat Myrzakhmetov, Rustem Takhanov, Zhenisbek Assylbekov

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018

Reusing Weights in Subword-Aware Neural Language Models.

Zhenisbek Assylbekov, Rustem Takhanov

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Manual vs Automatic Bitext Extraction.

Aibek Makazhanov, Bagdat Myrzakhmetov, Zhenisbek Assylbekov

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Reproducing and Regularizing the SCRN Model.

Olzhas Kabdolov, Zhenisbek Assylbekov, Rustem Takhanov

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Patterns Versus Characters in Subword-Aware Neural Language Modeling.

Rustem Takhanov, Zhenisbek Assylbekov

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones.

Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov, Jonathan North Washington

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Simple and Accurate Method for Parallel Web Pages Detection.

Alibi Jangeldin, Zhenisbek Assylbekov

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

Detecting Value-Added Tax Evasion by Business Entities of Kazakhstan.

Zhenisbek Assylbekov, Igor Melnykov, Rustam Bekishev, Assel Baltabayeva, Dariya Bissengaliyeva, Eldar Mamlin

Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016

2015

A Statistical Model for Measuring Structural Similarity between Webpages.

Zhenisbek Assylbekov, Assulan Nurkas, Inês Russinho Mouga

Proceedings of the Recent Advances in Natural Language Processing, 2015