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Laurence Aitchison

8 papers hereh-index 4146 citations10 works total

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

author position
  • sole author1
  • middle author1
  • last author4

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • stat.ML1
same name
  • Laurence Aitchison — 13 papers, h 6
  • Laurence Aitchison — 9 papers, h 4
  • Laurence Aitchison — 5 papers, h 4
  • Laurence Aitchison — 3 papers, h 3
  • Laurence Aitchison — 1 paper
  • Laurence Aitchison — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLoRA ensembles for large language model fine-tuning

6 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Inverse-Free Sparse Variational Gaussian Processes

Stefano Cortinovis, Laurence Aitchison, Stefanos Eleftheriadis +1

Gaussian processes (GPs) offer appealing properties but are costly to train at scale. Sparse variational GP (SVGP) approximations reduce cost yet still rely on Cholesky decompositi…

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