Concepedia

Nicolas Schilling

NS

9

Publications

843

Citations

9

H-Index

2014

Active since

Affiliations

University of Hildesheim(Current)

Nicolas Schilling is an author at University of Hildesheim specializing in machine learning, engineering, and data science.

Top concepts

Machine LearningEngineeringData ScienceComputer ScienceKnowledge DiscoveryData MiningPattern RecognitionPredictive AnalyticsDeep LearningForecasting

Publications per year

2014–2017

9

Publications

9

Learning time-series shapelets

Josif Grabocka, Nicolas Schilling, Martin Wistuba et al. · 2014 · 452 citations

Machine Vision, Machine Learning, Data Science +14

Scalable Gaussian process-based transfer surrogates for hyperparameter optimization

Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme · Machine Learning · 2017 · 108 citations · Full text

Hyperparameter Optimization, Model Optimization, Hyperparameter Estimation +4

Learning hyperparameter optimization initializations

Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme · 2015 · 85 citations

Artificial Intelligence, Response Function, Machine Learning +16

Learning DTW-Shapelets for Time-Series Classification

Mit Shah, Josif Grabocka, Nicolas Schilling et al. · 2016 · 49 citations

Distance Measure, Engineering, Machine Learning +14

Sequential Model-Free Hyperparameter Tuning

Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme · 2015 · 38 citations

Hyperparameter Estimation, Engineering, Information Retrieval +13

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