Pieter Gijsbers

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Top Venues

AutoML@PKDD/ECML

J. Mach. Learn. Res.

Publications

Prabhant Singh, Pieter Gijsbers, Murat Onur Yildirim, Elif Ceren Gok, Joaquin Vanschoren
CLAMS: A System for Zero-Shot Model Selection for Clustering. CoRR (2024)
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu
Croissant: A Metadata Format for ML-Ready Datasets. DEEM@SIGMOD (2024)
Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
AMLB: an AutoML Benchmark. CoRR (2022)
Pieter Gijsbers, Florian Pfisterer, Jan N. van Rijn, Bernd Bischl, Joaquin Vanschoren
Meta-Learning for Symbolic Hyperparameter Defaults. CoRR (2021)
Pieter Gijsbers, Florian Pfisterer, Jan N. van Rijn, Bernd Bischl, Joaquin Vanschoren
Meta-learning for symbolic hyperparameter defaults. GECCO Companion (2021)
Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Pieter Gijsbers, Frank Hutter, Michel Lang, Rafael Gomes Mantovani, Jan N. van Rijn, Joaquin Vanschoren
OpenML Benchmarking Suites. NeurIPS Datasets and Benchmarks (2021)
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
OpenML-Python: an extensible Python API for OpenML. J. Mach. Learn. Res. 22 (2021)
Pieter Gijsbers, Joaquin Vanschoren
GAMA: a General Automated Machine learning Assistant. CoRR (2020)
Pieter Gijsbers, Joaquin Vanschoren
GAMA: A General Automated Machine Learning Assistant. ECML/PKDD (5) (2020)
Pieter Gijsbers, Erin LeDell, Janek Thomas, Sébastien Poirier, Bernd Bischl, Joaquin Vanschoren
An Open Source AutoML Benchmark. CoRR (2019)
Maximilian Konzack, Pieter Gijsbers, Ferry Timmers, Emiel van Loon, Michel A. Westenberg, Kevin Buchin
Visual exploration of migration patterns in gull data. Inf. Vis. 18 (1) (2019)
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
OpenML-Python: an extensible Python API for OpenML. CoRR (2019)
Pieter Gijsbers, Joaquin Vanschoren
GAMA: Genetic Automated Machine learning Assistant. J. Open Source Softw. 4 (33) (2019)
Pieter Gijsbers, Joaquin Vanschoren, Randal S. Olson
Layered TPOT: Speeding up Tree-based Pipeline Optimization. CoRR (2018)
Pieter Gijsbers, Joaquin Vanschoren, Randal S. Olson
Layered TPOT: Speeding up Tree-based Pipeline Optimization. AutoML@PKDD/ECML (2017)