Veronica Umanità

Statistical Learning Theory · 2008

A researcher in the Science corpus: 1 paper; trusts 8 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Statistical Learning Theory — 9 citations into it
• Artificial Intelligence — 5 citations into it

Whom Veronica Umanità trusts overall

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

1. Felipe Cucker
2. Charles A. Micchelli
3. Steve Smale
4. Ding-Xuan Zhou
5. Ingo Steinwart

Who trusts Veronica Umanità overall

1. Bharath K. Sriperumbudur
2. Jun Zhu
3. Jiaxin Shi
4. Kenji Fukumizu

Papers from Veronica Umanità's perspective

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

1. Theory of Reproducing Kernels.
2. Regularization Networks and Support Vector Machines
3. On the mathematical foundations of learning
4. On the Influence of the Kernel on the Consistency of Support Vector Machines
5. On Learning Vector − Valued Functions
6. Optimal Rates for the Regularized Least-Squares Algorithm
7. VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES OF INTEGRABLE FUNCTIONS AND MERCER THEOREM
8. Universal Kernels
9. Shannon sampling II: Connections to learning theory
10. A Distribution-Free Theory of Nonparametric Regression

Their papers

• Vector valued reproducing kernel Hilbert spaces and universality (2008) — 236 citations