Rustem Takhanov

activity

20072026

most citedFourier Neural Networks: A Comparative Study

20 citations · 43 across the 29 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022

On the speed of uniform convergence in Mercer's theorem

Rustem Takhanov

The classical Mercer's theorem claims that a continuous positive definite kernel $K (x, y)$ on a compact set can be represented as $\sum_{i=1}^\infty λ_iϕ_i({\ma…

stat.ML2022

Non-asymptotic spectral bounds on the $ε$ -entropy of kernel classes

Rustem Takhanov

Let $K : Ω \times Ω$ be a continuous Mercer kernel defined on a compact subset of $R^{n}$ and $H_{K}$ be the reproducing kernel Hilbert space (R…

On the speed of uniform convergence in Mercer's theorem

Non-asymptotic spectral bounds on the ε-entropy of kernel classes

Non-asymptotic spectral bounds on the $ε$ -entropy of kernel classes