R. Katz
Artificial Intelligence · New England Journal of Medicine · 2005–2020
A researcher in the Science corpus: 6 papers; trusts 3 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 47 citations into it; #28,435 of 35,345 by trust here, #12,083 by citations
- Game & Decision Theory — 5 citations into it
Whom R. Katz trusts
Their strongest outbound trust, strongest first, inferred from their citations.
- Lloyd S. Shapley (in Game & Decision Theory)
- Scott M. Lundberg (in Artificial Intelligence)
- Su-In Lee (in Artificial Intelligence)
Who trusts R. Katz
- Su-In Lee (in Artificial Intelligence)
- Scott M. Lundberg (in Artificial Intelligence)
Papers from R. Katz's perspective
Ordered by how strongly the researchers R. Katz trusts endorse each paper. Same corpus, a different order for every researcher.
- Visualizing and Understanding Convolutional Networks
- Et al
- Striving for Simplicity: The All Convolutional Net
- Axiomatic Attribution for Deep Networks
- Random Forests
- Scikit-learn: Machine Learning in Python
- Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
- Greedy function approximation: A gradient boosting machine.
- On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
- A Unified Approach to Interpreting Model Predictions
Their papers
- Explainable AI for Trees: From Local Explanations to Global Understanding (2019) — 385 citations
- Multiple Novel Loci are Associated with Indices of Renal Function and Chronic Kidney Disease (2009) — 639 citations
- From Local Explanations to Global Understanding with Explainable AI for Trees (2020) — 8,322 citations
- US Renal Data System 2016 Annual Data Report: Epidemiology of Kidney Disease in the United States. (2017) — 928 citations
- Cystatin C versus Creatinine in Determining Risk Based on Kidney Function (2013) — 860 citations
- Cystatin C and the risk of death and cardiovascular events among elderly persons. (2005) — 1,331 citations