Scott Lundberg

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

Computing, Computer Science, Data Science +17

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

Scott Lundberg, Bala G. Nair, Monica S. Vavilala et al. · Nature Biomedical Engineering · 2018 · 2K citations

Computing, Perioperative Medicine, Surgery +12

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

Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan et al. · arXiv (Cornell University) · 2023 · 1.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Consistent Individualized Feature Attribution for Tree Ensembles

Scott Lundberg, Gabriel Erion, Su‐In Lee · arXiv (Cornell University) · 2018 · 552 citations · Full text

Computing, Computer Science, Data Science +16