Who Cited It

From local explanations to global understanding with explainable AI for trees

2020 · Nature Machine Intelligence · 9,936 citations · 2 from inside this corpus

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

No abstract in the source record.

From local explanations to global understanding with explainable AI for trees (2020)From local explanations to gl…XGBoost (2016)XGBoost"Why Should I Trust You?" (2016)"Why Should I Trust You?"On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Deg… (2024)On a Method to Measure Superv…Explaining prediction models and individual predictions with feature contributions (2013)Explaining prediction models …Anchors: High-Precision Model-Agnostic Explanations (2018)Anchors: High-Precision Model…Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustw… (2023)Explainable Artificial Intell…Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications (2021)Explaining Deep Neural Networ…
7 of 7 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
XGBoost201652,304
"Why Should I Trust You?"201616,210
On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Deg…202413,528
Explaining prediction models and individual predictions with feature contributions20132,302
Anchors: High-Precision Model-Agnostic Explanations20182,124

What cites it, inside the corpus

PaperYearCited
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustw…20231,679
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications20211,424

Links

DOI · Open access copy · OpenAlex record

Topics

Explainable Artificial Intelligence (XAI)Computer Science
Bayesian Modeling and Causal InferenceComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports10 author record(s) attached.
  • supports39 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:40+00:00.

sha256 7e3d99a592f7f61f…