Polina Pilyugina

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 8

Top Topics

Customer Segmentation

Multivariate Time Series

Portfolio Management

Top Venues

Publications

Oskar Triebe, Hansika Hewamalage, Polina Pilyugina, Nikolay Laptev, Christoph Bergmeir, Ram Rajagopal
NeuralProphet: Explainable Forecasting at Scale. CoRR (2021)
Polina Pilyugina, Rodrigo Rivera-Castro, Eugeny Burnaev
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis. CoRR (2020)
Aiusha Sangadiev, Rodrigo Rivera-Castro, Kirill Stepanov, Andrey Poddubny, Kirill Bubenchikov, Nikita Bekezin, Polina Pilyugina, Evgeny Burnaev
DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data. CoRR (2020)
Rodrigo Rivera-Castro, Polina Pilyugina, Evgeny Burnaev
Topological Data Analysis for Portfolio Management of Cryptocurrencies. CoRR (2020)
Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev
Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting. CoRR (2020)
Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev
Topology-Based Clusterwise Regression for User Segmentation and Demand Forecasting. DSAA (2019)
Rodrigo Rivera-Castro, Polina Pilyugina, Evgeny Burnaev
Topological Data Analysis for Portfolio Management of Cryptocurrencies. ICDM Workshops (2019)
Rodrigo Rivera-Castro, Polina Pilyugina, Alexander Pletnev, Ivan Maksimov, Wanyi Wyz, Evgeny Burnaev
Topological Data Analysis of Time Series Data for B2B Customer Relationship Management. CoRR (2019)