HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

11 June 2021

Papers citing "HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML"

6 / 6 papers shown

Title
Communication Bounds for the Distributed Experts Problem Zhihao Jia Qi Pang Trung Tran David Woodruff Zhihao Zhang Wenting Zheng 46 0 0 06 Jan 2025
Amortized Bayesian Experimental Design for Decision-Making Daolang Huang Yujia Guo Luigi Acerbi Samuel Kaski 44 1 0 03 Jan 2025
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How Sebastian Pineda Arango Fabio Ferreira Arlind Kadra Frank Hutter Frank Hutter Josif Grabocka 19 15 0 06 Jun 2023
Deep Ranking Ensembles for Hyperparameter Optimization Abdus Salam Khazi Sebastian Pineda Arango Josif Grabocka BDL 21 7 0 27 Mar 2023
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 28 4 0 26 Aug 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 30 98 0 14 Sep 2021