Arnaud Guyader

Statistics and Probability · 2003–2010

A researcher in the Science corpus: 2 papers; trusts 2 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 7 citations into it
• Statistical Learning Theory — 6 citations into it; #752 of 1,038 by trust here, #969 by citations

Whom Arnaud Guyader trusts overall

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

1. Yi Lin

Who trusts Arnaud Guyader overall

1. Stefan Wager
2. Rajen Dinesh Shah

Papers from Arnaud Guyader's perspective

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

1. Nearest neighbor pattern classification
2. Rates of convergence of nearest neighbor estimation under arbitrary sampling
3. A Distribution-Free Theory of Nonparametric Regression
4. Random Forests and Adaptive Nearest Neighbors
5. Multiple Classifier Systems
6. Statistical estimation : asymptotic theory
7. Entropy and "-capacity of sets in func-tional spaces
8. Bagging Predictors
9. An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
10. A Probabilistic Theory of Pattern Recognition

Their papers

• On the Rate of Convergence of the Bagged Nearest Neighbor Estimate (2010) — 83 citations
• Adaptive Observer for Discrete Time Linear Time Varying Systems (2003) — 65 citations