Search Results for author: James Y. Zou

Found 5 papers, 1 papers with code

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning

1 code implementation23 Jun 2021 Grant Duffy, Paul P Cheng, Neal Yuan, Bryan He, Alan C. Kwan, Matthew J. Shun-Shin, Kevin M. Alexander, Joseph Ebinger, Matthew P. Lungren, Florian Rader, David H. Liang, Ingela Schnittger, Euan A. Ashley, James Y. Zou, Jignesh Patel, Ronald Witteles, Susan Cheng, David Ouyang

Left ventricular hypertrophy (LVH) results from chronic remodeling caused by a broad range of systemic and cardiovascular disease including hypertension, aortic stenosis, hypertrophic cardiomyopathy, and cardiac amyloidosis.

Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders

no code implementations NeurIPS 2018 Abubakar Abid, James Y. Zou

We define a flexible and differentiable family of warping metrics, which encompasses common metrics such as DTW, Edit Distance, Euclidean, etc.

Dynamic Time Warping Time Series

Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons

no code implementations31 Mar 2015 James Y. Zou, Kamalika Chaudhuri, Adam Tauman Kalai

In addition we also ask the crowd to provide binary labels to the remaining examples based on the discovered features.

Contrastive Learning Using Spectral Methods

no code implementations NeurIPS 2013 James Y. Zou, Daniel J. Hsu, David C. Parkes, Ryan P. Adams

In many natural settings, the analysis goal is not to characterize a single data set in isolation, but rather to understand the difference between one set of observations and another.

Contrastive Learning

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