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researcher

M. Risser

21 papers hereh-index 251.9k citations83 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author13
  • middle author5
  • last author1

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • stat.AP9
  • stat.ME5
  • stat.ML3
  • stat.CO2
  • cs.LG1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedRegression-based covariance functions for nonstationary spatial modeling

53 citations · 188 across the 20 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 1 cited

A Unifying Perspective on Non-Stationary Kernels for Deeper Gaussian Processes

Marcus M. Noack, Hengrui Luo, Mark D. Risser

The Gaussian process (GP) is a popular statistical technique for stochastic function approximation and uncertainty quantification from data. GPs have been adopted into the realm of…

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