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researcher

A. F. López-Lopera

11 papers hereh-index 7202 citations21 works total

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

author position
  • first author7
  • middle author3
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • stat.AP2
  • cs.LG1
  • math.ST1
  • physics.bio-ph1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedMultioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment

27 citations · 45 across the 11 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2024

Block-Additive Gaussian Processes under Monotonicity Constraints

M. Deronzier, A. F. López-Lopera, F. Bachoc +2

We generalize the additive constrained Gaussian process framework to handle interactions between input variables while enforcing monotonicity constraints everywhere on the input sp…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.