Concepedia

Anastasia Borovykh

AB

10

Publications

749

Citations

10

H-Index

2017

Active since

Affiliations

Centrum Wiskunde & Informatica(Current)

Delft University of Technology

University of Bologna

Imperial College London

University of Warwick

Anastasia Borovykh is an author at Centrum Wiskunde & Informatica specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningPrivacyBusinessForecastingCryptographyData Privacy

Publications per year

2017–2022

10

Publications

10

Conditional Time Series Forecasting with Convolutional Neural Networks

Anastasia Borovykh, Sander M. Bohté, Cornelis W. Oosterlee · arXiv (Cornell University) · 2017 · 376 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Sequence Modelling +15

Dilated convolutional neural networks for time series forecasting

Anastasia Borovykh, Sander M. Bohté, Cornelis W. Oosterlee · The Journal of Computational Finance · 2018 · 117 citations · Full text

Optimally weighted loss functions for solving PDEs with Neural Networks

Remco van der Meer, Anastasia Borovykh · Data Archiving and Networked Services (DANS) · 2022 · 108 citations

Generalization in fully-connected neural networks for time series forecasting

Anastasia Borovykh, Cornelis W. Oosterlee, Sander M. Bohté · Journal of Computational Science · 2019 · 35 citations · Full text

Engineering, Machine Learning, Time Series Forecasting +4

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs

Mohammad Malekzadeh, Anastasia Borovykh, Denız Gündüz · 2021 · 32 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +22

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