Title
An Open Source AutoML Benchmark Pieter Gijsbers E. LeDell Janek Thomas Sébastien Poirier B. Bischl Joaquin Vanschoren VLM 92 242 0 01 Jul 2019
Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing J. D. Loera Jamie Haddock A. Ma Deanna Needell 29 0 0 31 May 2019
On the statistical evaluation of algorithmic's computational experimentation with infeasible solutions I. Carvalho 16 9 0 31 Jan 2019
Learning Context-Dependent Choice Functions Karlson Pfannschmidt Pritha Gupta Björn Haddenhorst Eyke Hüllermeier 58 7 0 29 Jan 2019
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 77 384 0 28 Nov 2018
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 157 1,407 0 15 Nov 2018
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 111 761 0 08 Oct 2018
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling O. Shylo Hesam Shams 16 9 0 31 Aug 2018
The Algorithm Selection Competitions 2015 and 2017 Marius Lindauer Jan N. van Rijn Lars Kotthoff 73 38 0 03 May 2018
Predicting Good Configurations for GitHub and Stack Overflow Topic Models Christoph Treude Markus Wagner 65 41 0 13 Apr 2018
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 102 152 0 24 Nov 2017
Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem André Hottung Shunji Tanaka Kevin Tierney 66 99 0 28 Sep 2017
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery I. Olier Noureddin M. Sadawi G. R. Bickerton Joaquin Vanschoren C. Grosan Larisa B. Soldatova Ross King 69 77 0 12 Sep 2017
OpenML Benchmarking Suites B. Bischl Giuseppe Casalicchio Matthias Feurer Pieter Gijsbers Frank Hutter Michel Lang R. G. Mantovani Jan N. van Rijn Joaquin Vanschoren VLM ELM 132 165 0 11 Aug 2017
Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates Katharina Eggensperger Marius Lindauer Holger H. Hoos Frank Hutter Kevin Leyton-Brown 48 7 0 30 Mar 2017
A case study of algorithm selection for the traveling thief problem Markus Wagner Marius Lindauer Mustafa Misir Samadhi Nallaperuma Frank Hutter 68 66 0 02 Sep 2016
ICON Challenge on Algorithm Selection Lars Kotthoff 44 20 0 12 Nov 2015