Jens Schreiber

According to our database, Jens Schreiber authored at least 11 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Model Selection, Adaptation, and Combination for Deep Transfer Learning through Neural Networks in Renewable Energies.

Jens Schreiber, Bernhard Sick

CoRR, 2022

Synthetic Photovoltaic and Wind Power Forecasting Data.

Stephan Vogt, Jens Schreiber, Bernhard Sick

CoRR, 2022

2021

Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time Series Forecast.

Jens Schreiber, Stephan Vogt, Bernhard Sick

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

2020

Quantile Surfaces - Generalizing Quantile Regression to Multivariate Targets.

Maarten Bieshaar, Jens Schreiber, Stephan Vogt, André Gensler, Bernhard Sick

CoRR, 2020

Extended Coopetitive Soft Gating Ensemble.

Stephan Deist, Jens Schreiber, Maarten Bieshaar, Bernhard Sick

CoRR, 2020

Emerging Relation Network and Task Embedding for Multi-Task Regression Problems.

Jens Schreiber, Bernhard Sick

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Transfer Learning in the Field of Renewable Energies - A Transfer Learning Framework Providing Power Forecasts Throughout the Lifecycle of Wind Farms After Initial Connection to the Electrical Grid.

Jens Schreiber

CoRR, 2019

Generative Adversarial Networks for Operational Scenario Planning of Renewable Energy Farms: A Study on Wind and Photovoltaic.

Jens Schreiber, Maik Jessulat, Bernhard Sick

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models.

Jens Schreiber, Artjom Buschin, Bernhard Sick

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

2018

Quantifying the Influences on Probabilistic Wind Power Forecasts.

Jens Schreiber, Bernhard Sick

CoRR, 2018

Coopetitive Soft Gating Ensemble.

Jens Schreiber, Maarten Bieshaar, Andre Gensler, Bernhard Sick, Stephan Deist

Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018