Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach

25 June 2022

Papers citing "Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach"

5 / 5 papers shown

Title
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index Qian Xie Raul Astudillo P. Frazier Ziv Scully Alexander Terenin 85 2 0 17 Jan 2025
Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-Awareness Abdelmajid Essofi Ridwan Salahuddeen Munachiso Nwadike Elnura Zhalieva Anton van den Hengel Eric P. Xing W. Neiswanger Qirong Ho VLM 49 0 0 06 Nov 2024
Trajectory-Based Multi-Objective Hyperparameter Optimization for Model Retraining Wenyu Wang Zheyi Fan Szu Hui Ng 33 0 0 24 May 2024
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 97 607 0 13 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 258 4,489 0 23 Jan 2020