research
∙
01/10/2023
Tensor Denoising via Amplification and Stable Rank Methods
Tensors in the form of multilinear arrays are ubiquitous in data science...
share
research
∙
08/17/2022
Prediction of Oral Food Challenges via Machine Learning
Oral Food Challenges (OFCs) are essential to accurately diagnosing food ...
research
∙
12/09/2021
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure
A model's interpretability is essential to many practical applications s...
research
∙
12/03/2020
Motion-based Camera Localization System in Colonoscopy Videos
Optical colonoscopy is an essential diagnostic and prognostic tool for m...
research
∙
05/25/2020
Algebraic Methods for Tensor Data
We develop algebraic methods for computations with tensor data. We give ...
research
∙
04/17/2019