Efficient Bayesian Optimization using Multiscale Graph Correlation

17 March 2021

Papers citing "Efficient Bayesian Optimization using Multiscale Graph Correlation"

13 / 13 papers shown

Title
Using Distance Correlation for Efficient Bayesian Optimization T. Kanazawa 59 3 0 17 Feb 2021
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 282 5,664 0 25 Jul 2019
A Tutorial on Bayesian Optimization P. Frazier GP 75 1,759 0 08 Jul 2018
From Distance Correlation to Multiscale Graph Correlation Cencheng Shen Carey E. Priebe Joshua T. Vogelstein 38 63 0 26 Oct 2017
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 134 406 0 06 Mar 2017
Discovering and Deciphering Relationships Across Disparate Data Modalities Joshua T. Vogelstein Eric W. Bridgeford Qing Wang Carey E. Priebe Mauro Maggioni Cencheng Shen 72 39 0 16 Sep 2016
The CMA Evolution Strategy: A Tutorial N. Hansen 47 1,362 0 04 Apr 2016
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions José Miguel Hernández-Lobato Matthew W. Hoffman Zoubin Ghahramani 68 646 0 10 Jun 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 268 7,883 0 13 Jun 2012
Entropy Search for Information-Efficient Global Optimization Philipp Hennig Christian J. Schuler 87 671 0 06 Dec 2011
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning E. Brochu Vlad M. Cora Nando de Freitas GP 108 2,437 0 12 Dec 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 120 1,616 0 21 Dec 2009
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 221 2,586 0 28 Mar 2008