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Maxat Tezekbayev
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2020 – today
- 2023
- [j2]Rustem Takhanov
, Y. Sultan Abylkairov, Maxat Tezekbayev:
Autoencoders for a manifold learning problem with a jacobian rank constraint. Pattern Recognit. 143: 109777 (2023) - [c5]Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov:
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods. ACML 2023: 1321-1336 - [c4]Arman Bolatov, Maxat Tezekbayev, Igor Melnykov
Long-Tail Theory Under Gaussian Mixtures. ECAI 2023: 109-116 - [i7]Rustem Takhanov, Y. Sultan Abylkairov, Maxat Tezekbayev:
Autoencoders for a manifold learning problem with a Jacobian rank constraint. CoRR abs/2306.14194 (2023) - [i6]Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov:
Long-Tail Theory under Gaussian Mixtures. CoRR abs/2307.10736 (2023) - [i5]Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov:
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods. CoRR abs/2310.01611 (2023) - [i4]Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhenisbek Assylbekov:
Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic. CoRR abs/2310.12660 (2023) - 2022
- [c3]Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov:
Speeding Up Entmax. NAACL-HLT (Findings) 2022: 1142-1158 - 2021
- [j1]Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. J. Artif. Intell. Res. 72: 1343-1384 (2021) - [c2]Madina Babazhanova, Maxat Tezekbayev, Zhenisbek Assylbekov
Geometric Probing of Word Vectors. ESANN 2021 - [i3]Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov:
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. CoRR abs/2103.01819 (2021) - [i2]Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov:
Speeding Up Entmax. CoRR abs/2111.06832 (2021) - 2020
- [c1]Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov:
Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). AAAI 2020: 13937-13938
2010 – 2019
- 2019
- [i1]Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov
Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings. CoRR abs/1912.13413 (2019)
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