Pierre Tarres

Statistical Learning Theory · 2004–2011

A researcher in the Science corpus: 3 papers; trusts 2 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Statistical Learning Theory — 10 citations into it

Whom Pierre Tarres trusts overall

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

1. Steve Smale
2. John Shawe-Taylor
3. Felipe Cucker
4. Saharon Rosset
5. Robert Tibshirani
6. Grace Wahba
7. Heinz W. Engl
8. Ding-Xuan Zhou

Who trusts Pierre Tarres overall

1. Francesco Orabona
2. Aymeric Dieuleveut
3. Dominic Richards
4. Francis R. Bach
5. Patrick Rebeschini
6. Robin Pemantle

Papers from Pierre Tarres's perspective

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

1. On the mathematical foundations of learning
2. Kernel Methods for Pattern Analysis
3. Regularization of Inverse Problems
4. Shannon sampling and function reconstruction from point values
5. An Introduction to Probability Theory and Its Applications
6. Piecewise linear regularized solution paths
7. Nonconvergence to Unstable Points in Urn Models and Stochastic Approximations
8. Discrete Parameter Martingales
9. Learning Automata - A Survey
10. Spline Models for Observational Data

Their papers

• When can the two-armed bandit algorithm be trusted? (2004) — 47 citations
• Online Learning as Stochastic Approximation of Regularization Paths: Optimality and Almost-Sure Convergence (2011) — 99 citations
• Vertex-reinforced random walk on ℤ eventually gets stuck on five points (2004) — 78 citations