Bogdan E. Popescu

Statistics and Probability · 2003–2008

A researcher in the Science corpus: 2 papers; trusts 19 researchers and is trusted by 49 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 10 citations into it; #981 of 12,932 by trust here, #1,829 by citations
• Artificial Intelligence — 9 citations into it; #3,611 of 35,345 by trust here, #9,870 by citations
• Statistical Learning Theory — 9 citations into it
• Optimization & Training — 7 citations into it; #424 of 2,601 by trust here, #924 by citations

Whom Bogdan E. Popescu trusts overall

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

1. Leo Breiman
2. Jerome H. Friedman
3. J. Ross Quinlan
4. Eric R. Ziegel
5. Robert E. Schapire
6. Yoav Freund
7. Thomas G. Dietterich
8. Art B. Owen
9. Stephen H. Muggleton
10. Charles B. Roosen

Who trusts Bogdan E. Popescu overall

1. Nicolai Meinshausen
2. Marjolein Fokkema
3. Houtao Deng
4. Dmitry M. Malioutov
5. Clément Bénard
6. Cynthia Rudin
7. Rie Johnson
8. Brandon M. Greenwell
9. Dimitris J. Bertsimas
10. Krzysztof Dembczynski

Papers from Bogdan E. Popescu's perspective

Ordered by how strongly the researchers Bogdan E. Popescu trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Bagging Predictors
3. The Nature of Statistical Learning Theory
4. The Elements of Statistical Learning
5. An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
6. Random Forests
7. Greedy function approximation: A gradient boosting machine.
8. Learning representations by back-propagating errors
9. ImageNet classification with deep convolutional neural networks
10. Gradient-based learning applied to document recognition

Their papers

• PREDICTIVE LEARNING VIA RULE ENSEMBLES (2008) — 1,280 citations
• Importance Sampled Learning Ensembles (2003) — 134 citations