Search Results for author: Dylan Yung

Found 2 papers, 1 papers with code

A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition

1 code implementation NeurIPS 2021 Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira

It is well known that vision classification models suffer from poor calibration in the face of data distribution shifts.

Ensemble Squared: A Meta AutoML System

no code implementations10 Dec 2020 Jason Yoo, Tony Joseph, Dylan Yung, S. Ali Nasseri, Frank Wood

There are currently many barriers that prevent non-experts from exploiting machine learning solutions ranging from the lack of intuition on statistical learning techniques to the trickiness of hyperparameter tuning.

AutoML BIG-bench Machine Learning +1

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