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Scott Lundberg | Researchclopedia

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Scott Lundberg

91

Works

22,707

Citations

29

h-index

40

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Machine Learning in Healthcare Machine Learning and Data Classification

Affiliations

Microsoft (United States)2020–2023

University of California, Los Angeles2006–2010

Prudential Financial (United States)2008–2010

University of Washington2015–2022

University of California System2010–2010

Top Works

From local explanations to global understanding with explainable AI for trees

Scott Lundberg,Gabriel Erion,et al.

20208,105 citations

Genomics and Chromatin Dynamics

Bayesian Modeling and Causal Inference

A Unified Approach to Interpreting Model Predictions

Scott Lundberg,Su‐In Lee

20177,621 citations

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

Scott Lundberg,Bala G. Nair,et al.

20181,932 citations

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Sébastien Bubeck,Varun Chandrasekaran,et al.

20231,528 citations

Consistent Individualized Feature Attribution for Tree Ensembles

Scott Lundberg,Gabriel Erion,et al.

2018552 citations

Algorithms to estimate Shapley value feature attributions

Hugh Chen,Ian Covert,et al.

2023374 citations

A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia

Su‐In Lee,Safiye Çelik,et al.

2017339 citations

Explainable AI for Trees: From Local Explanations to Global Understanding

Scott Lundberg,Gabriel Erion,et al.

2019263 citations

Explaining a series of models by propagating Shapley values

Hugh Chen,Scott Lundberg,et al.

2022214 citations