Zhenisbek Assylbekov

Orcid: 0000-0003-0095-9409

According to our database1, Zhenisbek Assylbekov authored at least 31 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Bibliography

2023
Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic.
CoRR, 2023

Long-Tail Theory Under Gaussian Mixtures.
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.
Proceedings of the Cryptology and Network Security - 22nd International Conference, 2023

Intractability of Learning the Discrete Logarithm with Gradient-Based Methods.
Proceedings of the Asian Conference on Machine Learning, 2023

Hardness of Learning AES Key (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
From Hyperbolic Geometry Back to Word Embeddings.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Speeding Up Entmax.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Hardness of Learning AES Key (Short Paper).
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.
Stat. Anal. Data Min., 2021

The Rediscovery Hypothesis: Language Models Need to Meet Linguistics.
J. Artif. Intell. Res., 2021

Geometric Probing of Word Vectors.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Hyperbolic Embedding for Finding Syntax in BERT.
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.
Intell. Data Anal., 2020

Binarized PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces.
CoRR, 2020

Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Context Vectors are Reflections of Word Vectors in Half the Dimensions.
J. Artif. Intell. Res., 2019

Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings.
CoRR, 2019

A Critique of the Smooth Inverse Frequency Sentence Embeddings.
CoRR, 2019

Low-Rank Approximation of Matrices for PMI-Based Word Embeddings.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Initial Explorations on Chaotic Behaviors of Recurrent Neural Networks.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018
Reusing Weights in Subword-Aware Neural Language Models.
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.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Reproducing and Regularizing the SCRN Model.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017
Patterns Versus Characters in Subword-Aware Neural Language Modeling.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Simple and Accurate Method for Parallel Web Pages Detection.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
Detecting Value-Added Tax Evasion by Business Entities of Kazakhstan.
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.
Proceedings of the Recent Advances in Natural Language Processing, 2015


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