Polina Pilyugina
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Neuralprophet: Explainable forecasting at scale
O Triebe, H Hewamalage, P Pilyugina, N Laptev, C Bergmeir, ...
arXiv preprint arXiv:2111.15397, 2021
Topological data analysis for portfolio management of cryptocurrencies
R Rivera-Castro, P Pilyugina, E Burnaev
2019 International Conference on Data Mining Workshops (ICDMW), 238-243, 2019
Topological data analysis of time series data for B2B customer relationship management
R Rivera-Castro, P Pilyugina, A Pletnev, I Maksimov, W Wyz, E Burnaev
arXiv preprint arXiv:1906.03956, 2019
Topology-based clusterwise regression for user segmentation and demand forecasting
R Rivera-Castro, A Pletnev, P Pilyugina, G Diaz, I Nazarov, W Zhu, ...
2019 IEEE International Conference on Data Science and Advanced Analytics …, 2019
DeepFolio: Convolutional neural networks for portfolios with limit order book data
A Sangadiev, R Rivera-Castro, K Stepanov, A Poddubny, K Bubenchikov, ...
arXiv preprint arXiv:2008.12152, 2020
Topologically-based Variational Autoencoder for Time Series Classification
R Rivera-Castro, S Moustafa, P Pilyugina, E Burnaev
latinxinai. org, 2020
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis
P Pilyugina, R Rivera-Castro, E Burnaev
arXiv preprint arXiv:2010.05056, 2020
Quantum state Tomography
A Bozhedarov, A Talitsky, N Shvetsov, P Pilyugina, A Vlasov
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