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Alex Alberts

5 papers hereh-index 237 citations8 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • math-ph1
  • physics.comp-ph1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedBayesian neural networks with interpretable priors from Mercer kernels

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing math-phShow all

1 paper · 1 filter

math-ph2025

Uniqueness of MAP estimates for inverse problems under information field theory

Alex Alberts, Ilias Bilionis

Information field theory (IFT) is an emerging technique for posing infinite-dimensional inverse problems using the mathematics found in quantum field theory. Under IFT, the field i…

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