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Rustem Takhanov

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

Oct 19, 2023
Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhenisbek Assylbekov

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Intractability of Learning the Discrete Logarithm with Gradient-Based Methods

Oct 02, 2023
Rustem Takhanov, Maxat Tezekbayev, Artur Pak, Arman Bolatov, Zhibek Kadyrsizova, Zhenisbek Assylbekov

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Autoencoders for a manifold learning problem with a Jacobian rank constraint

Jun 25, 2023
Rustem Takhanov, Y. Sultan Abylkairov, Maxat Tezekbayev

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Computing a partition function of a generalized pattern-based energy over a semiring

May 27, 2023
Rustem Takhanov

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On the speed of uniform convergence in Mercer's theorem

May 01, 2022
Rustem Takhanov

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Spectral bounds of the $\varepsilon$-entropy of kernel classes

Apr 09, 2022
Rustem Takhanov

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How many moments does MMD compare?

Jun 27, 2021
Rustem Takhanov

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

Dec 23, 2019
Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

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Dimension reduction as an optimization problem over a set of generalized functions

Mar 12, 2019
Rustem Takhanov

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Context Vectors are Reflections of Word Vectors in Half the Dimensions

Feb 26, 2019
Zhenisbek Assylbekov, Rustem Takhanov

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