Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning

8 July 2020

Papers citing "Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning"

5 / 105 papers shown

Title
Generative and reproducible benchmarks for comprehensive evaluation of machine learning classifiers Patryk Orzechowski J. Moore ELM VLM 12 10 0 14 Jul 2021
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 81 576 0 13 Mar 2020
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning S. Raschka 67 749 0 13 Nov 2018
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 25 148 0 11 Aug 2017
Automating biomedical data science through tree-based pipeline optimization Randal S. Olson Ryan J. Urbanowicz Peter C. Andrews Nicole A. Lavender L. C. Kidd J. Moore AI4CE 16 311 0 28 Jan 2016