Concepedia

Dmitry Yarotsky

DY

Statistics

Publications

20

Citations

1.8K

H-Index

17

Active since

1999

Affiliations

Skolkovo Institute of Science and Technology(Current)

Institute for Information Transmission Problems

National Academy of Sciences of Belarus

University College Dublin

Dmitry Yarotsky is an author at Skolkovo Institute of Science and Technology specializing in engineering, machine learning, and signal processing.

Top concepts

EngineeringMachine LearningSignal ProcessingDeep LearningComputer ScienceApproximation TheoryPhysicsMassive MimoWireless SystemsComputer Engineering

Publications per year

1999–2022

20

Publications

20

Error bounds for approximations with deep ReLU networks

Dmitry Yarotsky · Neural Networks · 2017 · 1K citations

Deep Relu Networks, Engineering, Machine Learning +6

All-dielectric one-dimensional periodic structures for total omnidirectional reflection and partial spontaneous emission control

Dmitry N. Chigrin, Andrei V. Lavrinenko, Dmitry Yarotsky · Journal of Lightwave Technology · 1999 · 141 citations · Full text

Photonics, Optical Materials, Engineering +15

Optimal approximation of continuous functions by very deep ReLU networks

Dmitry Yarotsky · arXiv (Cornell University) · 2018 · 121 citations · Full text

Mathematical Programming, Geometric Learning, Engineering +18

Spontaneous emission of dye molecules, semiconductor nanocrystals, and rare-earth ions in opal-based photonic crystals

V. N. Bogomolov, Eugene P. Petrov, Dmitry Yarotsky et al. · Journal of Lightwave Technology · 1999 · 86 citations

Engineering, Luminescent Glass, Luminescence Property +17

Universal Approximations of Invariant Maps by Neural Networks

Dmitry Yarotsky · Constructive Approximation · 2021 · 58 citations · Full text

Geometric Learning, Engineering, Machine Learning +6

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