Dmytro Perekrestenko

Deep Neural Network Approximation Theory

Dennis Elbrächter, Dmytro Perekrestenko, Philipp Grohs et al. · IEEE Transactions on Information Theory · 2021 · 70 citations · Full text

Computing, Computer Science, Mathematics +12

Convolutional Recurrent Neural Networks for Electrocardiogram Classification

Martin Zihlmann, Dmytro Perekrestenko, Michael Tschannen · Computing in cardiology · 2017 · 49 citations · Full text

Computing, Cardiology, Computer Science +17

The universal approximation power of finite-width deep ReLU networks

Dmytro Perekrestenko, Philipp Grohs, Dennis Elbrächter et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

Computing, Computer Science, Mathematics +17

Faster Coordinate Descent via Adaptive Importance Sampling

Dmytro Perekrestenko, Volkan Cevher, Martin Jaggi · arXiv (Cornell University) · 2017 · 13 citations · Full text

Computing, Computer Science, Algorithms +16