Bala G. Nair
Artificial Intelligence · 2017–2020
A researcher in the Science corpus: 4 papers; trusts 7 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 59 citations into it; #26,556 of 35,345 by trust here, #8,283 by citations
- Safety, Robustness & Interpretability — 33 citations into it
- Statistics and Probability — 16 citations into it
- Game & Decision Theory — 5 citations into it
- Statistical Learning Theory — 5 citations into it
Whom Bala G. Nair trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Bala G. Nair overall
Papers from Bala G. Nair's perspective
Ordered by how strongly the researchers Bala G. Nair trusts endorse each paper. Same corpus, a different order for every researcher.
- Et al
- Visualizing and Understanding Convolutional Networks
- Striving for Simplicity: The All Convolutional Net
- Random Forests
- Axiomatic Attribution for Deep Networks
- Scikit-learn: Machine Learning in Python
- On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
- ImageNet Large Scale Visual Recognition Challenge
- Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
- A Value for n-person Games
Their papers
- Explainable AI for Trees: From Local Explanations to Global Understanding (2019) — 385 citations
- Explainable machine-learning predictions for the prevention of hypoxaemia during surgery (2018) — 1,743 citations
- From Local Explanations to Global Understanding with Explainable AI for Trees (2020) — 8,322 citations
- Explainable machine learning predictions to help anesthesiologists prevent hypoxemia during surgery (2017) — 36 citations