Search Results for author: Jinglin Peng

Found 2 papers, 2 papers with code

Date Published Github Stars

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data

1 code implementation • 4 Oct 2023 • Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang

This observation enables us to extend a variety of HPO and NAS algorithms to solve the Auto-FP problem.

Hyperparameter Optimization Neural Architecture Search

2
Paper
Code

Explaining Inference Queries with Bayesian Optimization

1 code implementation • 10 Feb 2021 • Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu

BO - a technique for finding the global optimum of a black-box function - is used to find the best predicate.

Bayesian Optimization

9
Paper
Code
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