Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for
Hyperparameter Recommendation

v1v2 (latest)

Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation

17 June 2021

Willie Neiswanger

ArXiv (abs)PDF HTML

Papers citing "Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation"

4 / 4 papers shown

Title
Generalizing Bayesian Optimization with Decision-theoretic Entropies Willie Neiswanger Lantao Yu Shengjia Zhao Chenlin Meng Stefano Ermon UQCV 90 11 0 04 Oct 2022
Privacy-preserving Online AutoML for Domain-Specific Face Detection Chenqian Yan Yuge Zhang Quanlu Zhang Yaming Yang Xinyang Jiang Yuqing Yang Baoyuan Wang CVBM 53 6 0 16 Mar 2022
Tutorial on amortized optimization Brandon Amos OffRL 166 48 0 01 Feb 2022
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO Katharina Eggensperger Philip Muller Neeratyoy Mallik Matthias Feurer René Sass Aaron Klein Noor H. Awad Marius Lindauer Frank Hutter 237 104 0 14 Sep 2021