Auto-WEKA: Combined Selection and Hyperparameter Optimization of
Classification Algorithms

Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms

18 August 2012

Holger H. Hoos

Kevin Leyton-Brown

Papers citing "Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms"

7 / 7 papers shown

Title
Deep Pipeline Embeddings for AutoML Sebastian Pineda Arango Josif Grabocka 41 2 0 23 May 2023
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning Yi Zhou Parikshit Ram Theodoros Salonidis Nathalie Baracaldo Horst Samulowitz Heiko Ludwig AI4CE 37 25 0 15 Dec 2021
Solving Constrained CASH Problems with ADMM Parikshit Ram Sijia Liu Deepak Vijaykeerthi Dakuo Wang Djallel Bouneffouf Gregory Bramble Horst Samulowitz Alexander G. Gray 33 3 0 17 Jun 2020
How can AI Automate End-to-End Data Science? Charu C. Aggarwal Djallel Bouneffouf Horst Samulowitz Beat Buesser T. Hoang ... Tejaswini Pedapati Parikshit Ram Ambrish Rawat Martin Wistuba Alexander G. Gray 88 14 0 22 Oct 2019
Automating Predictive Modeling Process using Reinforcement Learning Udayan Khurana Horst Samulowitz OffRL 17 4 0 02 Mar 2019
Hyperparameter Search in Machine Learning Marc Claesen B. De Moor 41 437 0 07 Feb 2015
Fast Cross-Validation via Sequential Testing Tammo Krueger Danny Panknin M. Braun 51 51 0 11 Jun 2012