Search Results for author: Justin Zhang

Found 5 papers, 1 papers with code

Prediction of Oral Food Challenge Outcomes via Ensemble Learning

no code implementations17 Aug 2022 Justin Zhang, Deborah Lee, Kylie Jungles, Diane Shaltis, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders, Jonathan Gryak

The results of this analysis suggest that ensemble learning has the potential to predict OFC outcomes and reveal relevant clinical factors for further study.

Ensemble Learning Predicting Patient Outcomes +1

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure

no code implementations9 Dec 2021 Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

In addition to learning humanly understandable rules from the dataset, existing fuzzy domain knowledge can be easily transferred into the network and used to facilitate model training.

Interpretable Machine Learning

A Physics-Informed Neural Network Framework For Partial Differential Equations on 3D Surfaces: Time-Dependent Problems

no code implementations19 Mar 2021 Zhiwei Fang, Justin Zhang, Xiu Yang

In this paper, we show a physics-informed neural network solver for the time-dependent surface PDEs.

Transparency Tools for Fairness in AI (Luskin)

no code implementations9 Jul 2020 Mingliang Chen, Aria Shahverdi, Sarah Anderson, Se Yong Park, Justin Zhang, Dana Dachman-Soled, Kristin Lauter, Min Wu

The three tools are: - A new definition of fairness called "controlled fairness" with respect to choices of protected features and filters.

Fairness

Contextual Attention for Hand Detection in the Wild

1 code implementation ICCV 2019 Supreeth Narasimhaswamy, Zhengwei Wei, Yang Wang, Justin Zhang, Minh Hoai

We also conduct ablation studies on hand detection to show the effectiveness of the proposed contextual attention module.

Hand Detection object-detection +1

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