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Jinsung Yoon's Projects

clairvoyance icon clairvoyance

Codebase for "Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series"

dpbag icon dpbag

Codebase for Differentially Private Bagging (DPBag) - NeurIPS 2019

gain icon gain

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

ganite icon ganite

Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018

invase icon invase

Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR

mrnn icon mrnn

Multi-directional Recurrent Neural Networks (MRNN) - IEEE TBME 2019

slim icon slim

Source codes of Stratified Interpretable Linear Model

sra_tstr icon sra_tstr

Codebase for SRA-TSTR: KDD 2018 Workshop on Machine Learning for Medicine and Healthcare

timegan icon timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

vime icon vime

Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020

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