Noisy Blackbox Optimization with Multi-Fidelity Queries: A Tree Search Approach

24 October 2018

Papers citing "Noisy Blackbox Optimization with Multi-Fidelity Queries: A Tree Search Approach"

5 / 5 papers shown

Title
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition Yang Li Yu Shen Wentao Zhang Jiawei Jiang Bolin Ding ... Jingren Zhou Zhi-Xin Yang Wentao Wu Ce Zhang Bin Cui LRM 29 44 0 19 Jul 2021
Online Learning Demands in Max-min Fairness Kirthevasan Kandasamy Gur-Eyal Sela Joseph E. Gonzalez Michael I. Jordan Ion Stoica FaML 14 15 0 15 Dec 2020
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions Matthew Faw Rajat Sen Karthikeyan Shanmugam C. Caramanis Sanjay Shakkottai 36 3 0 23 Jul 2019
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy Karun Raju Vysyaraju Willie Neiswanger Biswajit Paria Christopher R. Collins J. Schneider Barnabás Póczós Eric Xing 29 174 0 15 Mar 2019
Multi-fidelity Gaussian Process Bandit Optimisation Kirthevasan Kandasamy Gautam Dasarathy Junier B. Oliva J. Schneider Barnabás Póczós 14 76 0 20 Mar 2016