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On the rate of convergence of fully connected deep neural network regression estimates

The Annals of statistics, 2021-08, Vol.49 (4), p.2231

2021

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Approximating smooth functions by deep neural networks with sigmoid activation function

Journal of multivariate analysis, 2021-03, Vol.182, p.104696, Article 104696

Langer, Sophie

2021

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Analysis of the rate of convergence of fully connected deep neural network regression estimates with smooth activation function

Journal of multivariate analysis, 2021-03, Vol.182, p.104695, Article 104695

Langer, Sophie

2021

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Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model

Journal of statistical planning and inference, 2025-01, Vol.234, p.106188, Article 106188

2025

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DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

The Annals of statistics, 2020-08, Vol.48 (4), p.1906-1910, Article 1906

2020

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Surgical versus Medical Management of Progressive Familial Intrahepatic Cholestasis-Case Compilation and Review of the Literature

Children (Basel), 2023-05, Vol.10 (6), p.949

2023

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Estimation of a Function of Low Local Dimensionality by Deep Neural Networks

IEEE transactions on information theory, 2022-06, Vol.68 (6), p.4032-4042

2022

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IEEE_Xplore

WITHDRAWN: Approximation properties of fully connected deep neural networks

Journal of multivariate analysis, 2019-06

2019

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Estimation of a regression function on a manifold by fully connected deep neural networks

Journal of statistical planning and inference, 2023-01, Vol.222, p.160-181

2023

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DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

The Annals of statistics, 2020-08, Vol.48 (4), p.1898-1901

2020

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Bladder augmentation in children: current problems and experimental strategies for reconstruction

Wiener medizinische Wochenschrift, 2019-03, Vol.169 (3-4), p.61-70

2019

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Paediatric appendicitis: international study of management in the COVID-19 pandemic

British journal of surgery, 2022-10, Vol.109 (11), p.1044-1048

2022

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Glucuronidation of the antiretroviral drug efavirenz by UGT2B7 and an in vitro investigation of drug-drug interaction with zidovudine

Drug metabolism and disposition, 2009-09, Vol.37 (9), p.1793

2009

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Unconventional secretory processing diversifies neuronal ion channel properties

eLife, 2016-09, Vol.5

2016

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Fallback Supernova Assembly of Heavy Binary Neutron Stars and Light Black Hole–Neutron Star Pairs and the Common Stellar Ancestry of GW190425 and GW200115

Astrophysical journal. Letters, 2021-10, Vol.920 (1), p.L17

2021

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The radial hedgehog solution in the Landau–de Gennes theory: Effects of the bulk potentials

Physica. D, 2024-03, Vol.459, p.134019, Article 134019

2024

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Highly efficient synthesis of functionalized α-oxyketones via Weinreb amides homologation with α-oxygenated organolithiums

Chemical communications (Cambridge, England), 2016-01, Vol.52 (48), p.7584-7587

2016

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Conservative management or cesarean hysterectomy for placenta accreta spectrum: the PACCRETA prospective study

American journal of obstetrics and gynecology, 2022-06, Vol.226 (6), p.839.e1-839.e24

2022

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Synthesis and Properties of 5‑Azaullazines

Journal of organic chemistry, 2023-08, Vol.88 (15), p.10470-10482

2023

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Conservative management or cesarean hysterectomy for placenta accreta spectrum: the PACCRETA prospective study

American journal of obstetrics and gynecology, 2022-06, Vol.226 (6), p.839.e1-839.e24

2022

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Optimization of Artificial Siderophores as 68 Ga-Complexed PET Tracers for In Vivo Imaging of Bacterial Infections

Journal of medicinal chemistry, 2021-08, Vol.64 (16), p.12359-12378

2021

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The impact of non-pharmaceutical interventions on community non-SARS-CoV-2 respiratory infections in preschool children

BMC pediatrics, 2024-04, Vol.24 (1), p.231-231, Article 231

2024

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A retrospective study of morbidity and mortality of chronic acid sphingomyelinase deficiency in Germany

Orphanet journal of rare diseases, 2024-04, Vol.19 (1), p.161-161, Article 161

2024

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Impact of guideline adherence and expert center referral on the early management and outcomes of uterine sarcoma patients: A retrospective analysis from the French NETSARC network

European journal of surgical oncology, 2024-02, Vol.50 (2), p.107319-107319, Article 107319

2024

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On the rate of convergence of fully connected deep neural network regression estimates

Approximating smooth functions by deep neural networks with sigmoid activation function

Analysis of the rate of convergence of fully connected deep neural network regression estimates with smooth activation function

Statistical theory for image classification using deep convolutional neural network with cross-entropy loss under the hierarchical max-pooling model

DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

Surgical versus Medical Management of Progressive Familial Intrahepatic Cholestasis-Case Compilation and Review of the Literature

Estimation of a Function of Low Local Dimensionality by Deep Neural Networks

WITHDRAWN: Approximation properties of fully connected deep neural networks

Estimation of a regression function on a manifold by fully connected deep neural networks

DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

Bladder augmentation in children: current problems and experimental strategies for reconstruction

Paediatric appendicitis: international study of management in the COVID-19 pandemic

Glucuronidation of the antiretroviral drug efavirenz by UGT2B7 and an in vitro investigation of drug-drug interaction with zidovudine

Unconventional secretory processing diversifies neuronal ion channel properties

Fallback Supernova Assembly of Heavy Binary Neutron Stars and Light Black Hole–Neutron Star Pairs and the Common Stellar Ancestry of GW190425 and GW200115

The radial hedgehog solution in the Landau–de Gennes theory: Effects of the bulk potentials

Highly efficient synthesis of functionalized α-oxyketones via Weinreb amides homologation with α-oxygenated organolithiums

Conservative management or cesarean hysterectomy for placenta accreta spectrum: the PACCRETA prospective study

Synthesis and Properties of 5‑Azaullazines

Conservative management or cesarean hysterectomy for placenta accreta spectrum: the PACCRETA prospective study

Optimization of Artificial Siderophores as 68 Ga-Complexed PET Tracers for In Vivo Imaging of Bacterial Infections

The impact of non-pharmaceutical interventions on community non-SARS-CoV-2 respiratory infections in preschool children

Molecular Profile of MSH6-Associated Colorectal Carcinomas Shows Distinct Features From Other Lynch Syndrome–Associated Colorectal Carcinomas

A retrospective study of morbidity and mortality of chronic acid sphingomyelinase deficiency in Germany

Impact of guideline adherence and expert center referral on the early management and outcomes of uterine sarcoma patients: A retrospective analysis from the French NETSARC network

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