Jonathan Himmelfarb
Artificial Intelligence · 2004–2020
A researcher in the Science corpus: 12 papers; trusts 3 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 47 citations into it; #28,437 of 35,345 by trust here, #12,083 by citations
- Game & Decision Theory — 5 citations into it
Whom Jonathan Himmelfarb trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Jonathan Himmelfarb overall
Papers from Jonathan Himmelfarb's perspective
Ordered by how strongly the researchers Jonathan Himmelfarb 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
- On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
- Greedy function approximation: A gradient boosting machine.
- A Unified Approach to Interpreting Model Predictions
Their papers
- Explainable AI for Trees: From Local Explanations to Global Understanding (2019) — 385 citations
- From Local Explanations to Global Understanding with Explainable AI for Trees (2020) — 8,322 citations
- Kidney disease and increased mortality risk in type 2 diabetes. (2013) — 1,147 citations
- Prevention and treatment of protein energy wasting in chronic kidney disease patients: a consensus statement by the International Society of Renal Nutrition and Metabolism. (2013) — 644 citations
- Temporal Trends in the Prevalence of Diabetic Kidney Disease in the United States (2011) — 1,010 citations
- Current Opinion in Nephrology and Hypertension (2010) — 770 citations
- Fluid accumulation, survival and recovery of kidney function in critically ill patients with acute kidney injury. (2009) — 960 citations
- Acute kidney injury increases risk of ESRD among elderly. (2009) — 1,131 citations
- Effect of clopidogrel on early failure of arteriovenous fistulas for hemodialysis: a randomized controlled trial. (2008) — 820 citations
- Incidence and mortality of acute renal failure in Medicare beneficiaries, 1992 to 2001. (2006) — 740 citations
- Increased prevalence of oxidant stress and inflammation in patients with moderate to severe chronic kidney disease. (2004) — 806 citations
- Spectrum of acute renal failure in the intensive care unit: the PICARD experience. (2004) — 979 citations