Hugh Chen

According to our database, Hugh Chen authored at least 14 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Algorithms to estimate Shapley value feature attributions.

Hugh Chen, Ian C. Covert, Scott M. Lundberg, Su-In Lee

Nat. Mac. Intell., June, 2023

Contrastive Corpus Attribution for Explaining Representations.

Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Algorithms to Estimate Shapley Value Feature Attributions

Hugh Chen

PhD thesis, 2022

2021

Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.

Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee

npj Digit. Medicine, 2021

Explaining a Series of Models by Propagating Local Feature Attributions.

Hugh Chen, Scott M. Lundberg, Su-In Lee

CoRR, 2021

2020

From local explanations to global understanding with explainable AI for trees.

Scott M. Lundberg, Gabriel G. Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee

Nat. Mach. Intell., 2020

True to the Model or True to the Data?

Hugh Chen, Joseph D. Janizek, Scott M. Lundberg, Su-In Lee

CoRR, 2020

Deep Transfer Learning for Physiological Signals.

Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee

CoRR, 2020

2019

Explaining Models by Propagating Shapley Values of Local Components.

Hugh Chen, Scott M. Lundberg, Su-In Lee

CoRR, 2019

Explainable AI for Trees: From Local Explanations to Global Understanding.

Scott M. Lundberg, Gabriel G. Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee

CoRR, 2019

2018

Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data.

Hugh Chen, Scott M. Lundberg, Su-In Lee

CoRR, 2018

2017

Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning.

Gabriel G. Erion, Hugh Chen, Scott M. Lundberg, Su-In Lee

CoRR, 2017

Checkpoint Ensembles: Ensemble Methods from a Single Training Process.

Hugh Chen, Scott M. Lundberg, Su-In Lee

CoRR, 2017

2015

Probabilistic Model-Based Approach for Heart Beat Detection.

Hugh Chen, Yusuf Erol, Eric Shen, Stuart Russell

CoRR, 2015