Giovanni Seni

Optimization & Training · 2010

A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Optimization & Training — 6 citations into it
• Statistics and Probability — 5 citations into it

Whom Giovanni Seni trusts overall

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

1. Robert Tibshirani
2. Hui Zou
3. Trevor J. Hastie
4. Jerome H. Friedman
5. J. Ross Quinlan
6. Yoav Freund
7. Leo Breiman
8. Bernhard Schölkopf
9. Bradley Efron

Who trusts Giovanni Seni overall

1. Basil Mustafa
2. Carlos Riquelme
3. Michal Wozniak

Papers from Giovanni Seni's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Addendum: Regularization and variable selection via the elastic net
3. Advances in kernel methods: support vector learning
4. The Nature of Statistical Learning Theory
5. The Elements of Statistical Learning
6. C4.5: Programs for Machine Learning
7. Bagging Predictors
8. Model selection and estimation in regression with grouped variables
9. Greedy function approximation: A gradient boosting machine.
10. High-dimensional graphs and variable selection with the Lasso

Their papers

• Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (2010) — 581 citations