Search Results for author: Carlos E. González-Guillén

Found 3 papers, 3 papers with code

An adaptive standardisation methodology for Day-Ahead electricity price forecasting

1 code implementation5 Nov 2023 Carlos Sebastián, Carlos E. González-Guillén, Jesús Juan

The study of Day-Ahead prices in the electricity market is one of the most popular problems in time series forecasting.

Time Series Time Series Forecasting

A feature selection method based on Shapley values robust to concept shift in regression

1 code implementation28 Apr 2023 Carlos Sebastián, Carlos E. González-Guillén

Feature selection is one of the most relevant processes in any methodology for creating a statistical learning model.

feature selection regression

Privacy-preserving machine learning with tensor networks

1 code implementation24 Feb 2022 Alejandro Pozas-Kerstjens, Senaida Hernández-Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García

Tensor networks, widely used for providing efficient representations of low-energy states of local quantum many-body systems, have been recently proposed as machine learning architectures which could present advantages with respect to traditional ones.

BIG-bench Machine Learning Privacy Preserving +1

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