Alessandro Toigo

Statistical Learning Theory · 2006–2012

A researcher in the Science corpus: 3 papers; trusts 27 researchers and is trusted by 15 researchers here, as inferred from the citation graph.

Subfields

Whom Alessandro Toigo trusts overall

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

  1. Ingo Steinwart
  2. Andrea Caponnetto
  3. Felipe Cucker
  4. Steve Smale
  5. Charles A. Micchelli
  6. Laurent Schwartz
  7. Ernesto De Vito
  8. Ding-Xuan Zhou
  9. Iosif Pinelis
  10. Barry Simon

Who trusts Alessandro Toigo overall

  1. Lorenzo Rosasco
  2. Bharath K. Sriperumbudur
  3. Luca Baldassarre
  4. Hachem Kadri
  5. Carlo Ciliberto
  6. Ernesto De Vito
  7. Zhenyu Guo
  8. Kenji Fukumizu
  9. Krikamol Muandet
  10. Jiaxin Shi

Papers from Alessandro Toigo's perspective

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

  1. A Probabilistic Theory of Pattern Recognition
  2. Theory of Reproducing Kernels.
  3. Regularization Networks and Support Vector Machines
  4. The Elements of Statistical Learning
  5. Statistical Learning Theory
  6. Nonlinear Component Analysis as a Kernel Eigenvalue Problem
  7. Nonlinear dimensionality reduction by locally linear embedding.
  8. Optimal Rates for the Regularized Least-Squares Algorithm
  9. A global geometric framework for nonlinear dimensionality reduction.
  10. On the Influence of the Kernel on the Consistency of Support Vector Machines

Their papers