Umberto De Giovannini

Artificial Intelligence · 2004–2019

A researcher in the Science corpus: 3 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 8 citations into it
• Statistical Learning Theory — 8 citations into it
• Statistics and Probability — 5 citations into it

Whom Umberto De Giovannini trusts overall

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

1. Eric R. Ziegel

Who trusts Umberto De Giovannini overall

1. Andrea Caponnetto
2. Lorenzo Rosasco
3. Ernesto De Vito

Papers from Umberto De Giovannini's perspective

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

1. A Probabilistic Theory of Pattern Recognition
2. Networks for approximation and learning
3. Regularization Networks and Support Vector Machines
4. Regularization of Inverse Problems
5. The Elements of Statistical Learning
6. Statistical and Computational Inverse Problems (Technometrics)
7. A theory of the learnable
8. Ten Lectures on Wavelets
9. Ill-posed problems in early vision
10. Spline Models for Observational Data

Their papers

• Microscopic theory for the light-induced anomalous Hall effect in graphene (2019) — 139 citations
• Learning from Examples as an Inverse Problem (2005) — 262 citations
• Learning, Regularization and Ill-Posed Inverse Problems (2004) — 17 citations