Search Results for author: Yucen Lily Li

Found 5 papers, 4 papers with code

Simplifying Neural Network Training Under Class Imbalance

1 code implementation NeurIPS 2023 Ravid Shwartz-Ziv, Micah Goldblum, Yucen Lily Li, C. Bayan Bruss, Andrew Gordon Wilson

Real-world datasets are often highly class-imbalanced, which can adversely impact the performance of deep learning models.

Data Augmentation

A Study of Bayesian Neural Network Surrogates for Bayesian Optimization

2 code implementations31 May 2023 Yucen Lily Li, Tim G. J. Rudner, Andrew Gordon Wilson

Bayesian optimization is a highly efficient approach to optimizing objective functions which are expensive to query.

Bayesian Optimization

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