Amir-Homayoon Najmi

Artificial Intelligence · 2019

A researcher in the Science corpus: 1 paper; trusts 19 researchers and is trusted by 9 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 9 citations into it; #13,498 of 35,345 by trust here, #21,878 by citations

Whom Amir-Homayoon Najmi trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Lloyd S. Shapley
2. Robert Tibshirani
3. H. Peyton Young
4. Ulrike Grömping
5. Mukund Sundararajan
6. Scott M. Lundberg
7. Erik Strumbelj
8. Yi Sun
9. Bradley Efron
10. Anupam Datta

Who trusts Amir-Homayoon Najmi overall

1. Scott M. Lundberg
2. Ian Covert
3. Christoph Molnar
4. Dominik Janzing
5. Peter Henderson

Papers from Amir-Homayoon Najmi's perspective

Ordered by how strongly the researchers Amir-Homayoon Najmi trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. A Value for n-person Games
3. Scikit-learn: Machine Learning in Python
4. Axiomatic Attribution for Deep Networks
5. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
6. Monotonic solutions of cooperative games
7. A Unified Approach to Interpreting Model Predictions
8. Consistent Individualized Feature Attribution for Tree Ensembles
9. Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems
10. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

Their papers

• The many Shapley values for model explanation (2019) — 847 citations