Fast Cross-Validation via Sequential Testing

11 June 2012

Papers citing "Fast Cross-Validation via Sequential Testing"

7 / 7 papers shown

Title
Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation Ross M. Clarke E. T. Oldewage José Miguel Hernández-Lobato 31 9 0 20 Oct 2021
How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms Jacques Wainer Pablo Fonseca 13 35 0 26 Aug 2020
A System for Massively Parallel Hyperparameter Tuning Liam Li Kevin G. Jamieson Afshin Rostamizadeh Ekaterina Gonina Moritz Hardt Benjamin Recht Ameet Talwalkar 24 372 0 13 Oct 2018
Best arm identification in multi-armed bandits with delayed feedback Aditya Grover Todor Markov Patrick Attia Norman Jin Nicholas Perkins ... M. Chen Zi Yang Stephen J. Harris W. Chueh Stefano Ermon 27 74 0 29 Mar 2018
Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation Ioannis Tsamardinos Elissavet Greasidou Michalis Tsagris Giorgos Borboudakis OnRL 13 170 0 23 Aug 2017
Statistical comparison of classifiers through Bayesian hierarchical modelling Giorgio Corani A. Benavoli J. Demšar Francesca Mangili Marco Zaffalon 16 55 0 28 Sep 2016
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 35 546 0 23 May 2016