Concepedia

Hadrien Montanelli

HM

Statistics

Publications

9

Citations

366

H-Index

9

Active since

2016

Affiliations

Columbia University(Current)

University of Oxford

Hadrien Montanelli is an author at Columbia University specializing in computer science, deep learning, and machine learning.

ORCID

Publications per year

2016–2021

9

Publications

9

New Error Bounds for Deep ReLU Networks Using Sparse Grids

Hadrien Montanelli, Qiang Du · SIAM Journal on Mathematics of Data Science · 2019 · 110 citations · Full text

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Error bounds for deep ReLU networks using the Kolmogorov–Arnold superposition theorem

Hadrien Montanelli, Haizhao Yang · Neural Networks · 2020 · 95 citations

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Spherical Caps in Cell Polarization

Rocky Diegmiller, Hadrien Montanelli, Cyrill B. Muratov et al. · Biophysical Journal · 2018 · 36 citations · Full text

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Deep ReLU networks overcome the curse of dimensionality for bandlimited functions

Hadrien Montanelli, Haizhao Yang, Qiang Du · arXiv (Cornell University) · 2019 · 35 citations · Full text

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Deep ReLU Networks Overcome the Curse of Dimensionality for Generalized Bandlimited Functions

Hadrien Montanelli, Haizhao Yang, Qiang Du · Journal of Computational Mathematics · 2021 · 28 citations

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