Concepedia

Konstantinos Benidis

KB

Statistics

Publications

9

Citations

611

H-Index

9

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 engineering, computer science, and forecasting.

Top concepts

EngineeringComputer ScienceForecastingMachine LearningData SciencePredictive AnalyticsFinanceManagementStatisticsProbability

Publications per year

2016–2021

9

Publications

9

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

Engineering, Machine Learning, Temporal Pattern Recognition +3

Sparse Portfolios for High-Dimensional Financial Index Tracking

Konstantinos Benidis, Yiyong Feng, Daniel P. Palomar · IEEE Transactions on Signal Processing · 2017 · 83 citations

Mathematical Programming, Sparse Portfolios, Mip Solvers +15

Probabilistic Forecasting with Spline Quantile Function RNNs

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

Intelligent Forecasting, Monotonic Regression Splines, Forecasting Methodology +12

GluonTS: Probabilistic Time Series Models in Python

A. Alexandrov, Konstantinos Benidis, Michael Bohlke‐Schneider et al. · arXiv (Cornell University) · 2019 · 76 citations · Full text

Data Augmentation, Spatiotemporal Diagnostics, Machine Learning +14

Neural forecasting: Introduction and literature overview.

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

Forecasting Methods, Forecasting Methodology, Engineering +15

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