Hugh Chen - RankMe

16 papers A* 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Algorithms to estimate Shapley value feature attributions. Nat. Mac. Intell. Hugh Chen, Ian C. Covert, Scott M. Lundberg, Su-In Lee
2023	A*	`conf`	Contrastive Corpus Attribution for Explaining Representations. ICLR Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee
2022	—	`—`	Algorithms to Estimate Shapley Value Feature Attributions Hugh Chen
2022	J	`jnl`	Algorithms to estimate Shapley value feature attributions. CoRR Hugh Chen, Ian C. Covert, Scott M. Lundberg, Su-In Lee
2022	J	`jnl`	Contrastive Corpus Attribution for Explaining Representations. CoRR Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee
2021	J	`jnl`	Explaining a Series of Models by Propagating Local Feature Attributions. CoRR Hugh Chen, Scott M. Lundberg, Su-In Lee
2021	J	`jnl`	Forecasting adverse surgical events using self-supervised transfer learning for physiological signals. npj Digit. Medicine Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee
2020	J	`jnl`	Deep Transfer Learning for Physiological Signals. CoRR Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee
2020	J	`jnl`	From local explanations to global understanding with explainable AI for trees. Nat. Mach. Intell. 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
2020	J	`jnl`	True to the Model or True to the Data? CoRR Hugh Chen, Joseph D. Janizek, Scott M. Lundberg, Su-In Lee
2019	J	`jnl`	Explainable AI for Trees: From Local Explanations to Global Understanding. CoRR 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
2019	J	`jnl`	Explaining Models by Propagating Shapley Values of Local Components. CoRR Hugh Chen, Scott M. Lundberg, Su-In Lee
2018	J	`jnl`	Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data. CoRR Hugh Chen, Scott M. Lundberg, Su-In Lee
2017	J	`jnl`	Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning. CoRR Gabriel G. Erion, Hugh Chen, Scott M. Lundberg, Su-In Lee
2017	J	`jnl`	Checkpoint Ensembles: Ensemble Methods from a Single Training Process. CoRR Hugh Chen, Scott M. Lundberg, Su-In Lee
2015	J	`jnl`	Probabilistic Model-Based Approach for Heart Beat Detection. CoRR Hugh Chen, Yusuf Erol, Eric Shen, Stuart Russell