Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

21 March 2016

Kevin G. Jamieson

Afshin Rostamizadeh

Ameet Talwalkar

Papers citing "Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization"

12 / 262 papers shown

Title
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 24 74 0 29 Mar 2018
Stochastic Hyperparameter Optimization through Hypernetworks Jonathan Lorraine David Duvenaud 41 139 0 26 Feb 2018
The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation Simon Lucas Jialin Liu Diego Perez-Liebana 16 47 0 16 Feb 2018
Hyperparameter Optimization: A Spectral Approach Elad Hazan Adam R. Klivans Yang Yuan 27 118 0 02 Jun 2017
Accelerating Neural Architecture Search using Performance Prediction Bowen Baker O. Gupta Ramesh Raskar Nikhil Naik 15 30 0 30 May 2017
Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm Hiva Ghanbari K. Scheinberg TPM 11 26 0 20 Mar 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations Kirthevasan Kandasamy Gautam Dasarathy J. Schneider Barnabás Póczós 21 220 0 18 Mar 2017
Easy over Hard: A Case Study on Deep Learning Wei Fu Tim Menzies 20 196 0 01 Mar 2017
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming Andrew Sohn Randal S. Olson J. Moore LM&MA 21 23 0 06 Feb 2017
Applying Deep Learning to the Newsvendor Problem Afshin Oroojlooyjadid L. Snyder Martin Takáč OOD 17 128 0 07 Jul 2016
Multi-fidelity Gaussian Process Bandit Optimisation Kirthevasan Kandasamy Gautam Dasarathy Junier B. Oliva J. Schneider Barnabás Póczós 14 76 0 20 Mar 2016
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 86 277 0 09 Aug 2012