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Rustem Takhanov

Multi-layer random features and the approximation power of neural networks

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Apr 26, 2024
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Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic

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Oct 19, 2023
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Intractability of Learning the Discrete Logarithm with Gradient-Based Methods

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Oct 02, 2023
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Autoencoders for a manifold learning problem with a Jacobian rank constraint

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Jun 25, 2023
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Computing a partition function of a generalized pattern-based energy over a semiring

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May 27, 2023
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On the speed of uniform convergence in Mercer's theorem

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May 01, 2022
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Spectral bounds of the $\varepsilon$-entropy of kernel classes

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Apr 09, 2022
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How many moments does MMD compare?

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Jun 27, 2021
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Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings

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Dec 23, 2019
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Dimension reduction as an optimization problem over a set of generalized functions

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Mar 12, 2019
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