Lectures on Gaussian Processes

By Mikhail Lifshits. 2012

191 citations recorded by the source corpus.

Subfields: Applied Mathematics, Artificial Intelligence, Geometry and Topology

View Paper: https://www.semanticscholar.org/paper/26ff9f74b49b62487778857d4c4e10e7f0c99769

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Applied Mathematics

1. Dominique Picard
2. Gerard Kerkyacharian
3. I. Castillo
4. Alexey Naumov
5. Vladimir Spokoiny
6. Friedrich Götze
7. Vladimir V. Ulyanov

In Artificial Intelligence

1. Vladimir Spokoiny
2. Dominique Picard
3. Gerard Kerkyacharian
4. Alexey Naumov
5. Vladimir V. Ulyanov
6. Friedrich Götze
7. I. Castillo
8. Kolyan Ray

In Geometry and Topology

1. Friedrich Götze

Citations in the corpus

• Large ball probabilities, Gaussian comparison and anti-concentration (2017, background): “Spokoiny and Zhilova (2015). However, the obtained bound involves the inverse of the covariance operators of the considered Gaussian measures.”
• Thomas Bayes’ walk on manifolds (2012, background): “For a recent survey on Gaussian processes and their basic properties, see [19].”