AutoML@PKDD/ECML

Keyphrases

Publications

2017

Pieter Gijsbers, Joaquin Vanschoren, Randal S. Olson
Layered TPOT: Speeding up Tree-based Pipeline Optimization. AutoML@PKDD/ECML (2017)
Jan N. van Rijn, Frank Hutter
An Empirical Study of Hyperparameter Importance Across Datasets. AutoML@PKDD/ECML (2017)
Martin Wistuba
Bayesian Optimization Combined with Successive Halving for Neural Network Architecture Optimization. AutoML@PKDD/ECML (2017)
Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira
autoBagging: Learning to Rank Bagging Workflows with Metalearning. AutoML@PKDD/ECML (2017)
Silvia Nunes das Dôres, Carlos Soares, Duncan D. A. Ruiz
Effect of Metalearning on Feature Selection Employment. AutoML@PKDD/ECML (2017)
Gust Verbruggen, Luc De Raedt
Towards Automated Relational Data Wrangling. AutoML@PKDD/ECML (2017)
Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML (2017)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
A Meta-Learning Approach to One-Step Active-Learning. AutoML@PKDD/ECML (2017)
Miguel Cachada, Salisu Mamman Abdulrahman, Pavel Brazdil
Combining Feature and Algorithm Hyperparameter Selection using some Metalearning Methods. AutoML@PKDD/ECML (2017)
Sergey Muravyov, Andrey Filchenkov
Meta-learning System for Automated Clustering. AutoML@PKDD/ECML (2017)
Alexey Zabashta, Andrey Filchenkov
NDSE: Instance Generation for Classification by Given Meta-Feature Description. AutoML@PKDD/ECML (2017)

volume 1998, 2017

Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017. AutoML@PKDD/ECML 1998 (2017)