Konstantinos Benidis

Statistics

Publications

Citations

617

H-Index

Active since

2016

Affiliations

Hong Kong University of Science and Technology(Current)

Amazon (Germany)

Konstantinos Benidis is an author at Hong Kong University of Science and Technology specializing in computing, time series analysis, and machine learning.

ORCID

Publications per year

2016–2021

Publications

GluonTS: Probabilistic and Neural Time Series Modeling in Python

A. Alexandrov, Konstantinos Benidis, Michael Bohlke‐Schneider et al. · Journal of Machine Learning Research · 2020 · 117 citations

Computing, Data Science, Machine Learning +11

Sparse Portfolios for High-Dimensional Financial Index Tracking

Konstantinos Benidis, Yiyong Feng, Daniel P. Palomar · IEEE Transactions on Signal Processing · 2017 · 87 citations

Business, Finance, Financial Management +17

Probabilistic Forecasting with Spline Quantile Function RNNs

Jan Gasthaus, Konstantinos Benidis, Yuyang Wang et al. · 2019 · 83 citations

Computing, Data Science, Forecasting +16

GluonTS: Probabilistic Time Series Models in Python

A. Alexandrov, Konstantinos Benidis, Michael Bohlke‐Schneider et al. · arXiv (Cornell University) · 2019 · 77 citations · Full text

Computing, Computer Science, Data Science +15

Neural forecasting: Introduction and literature overview.

Konstantinos Benidis, Syama Sundar Rangapuram, Valentín Flunkert et al. · arXiv (Cornell University) · 2020 · 71 citations · Full text

Computing, Computer Science, Industrial Engineering +15

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