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M. García-Ortegón

2 papers hereh-index 4264 citations11 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

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  • stat.ML2

identity via Semantic Scholar / OpenAlex

most citedConditional Neural Processes for Molecules

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

collaborators

2 papers

stat.ML2022★ 1 cited

Conditional Neural Processes for Molecules

Miguel Garcia-Ortegon, Andreas Bender, Sergio Bacallado

Neural processes (NPs) are models for transfer learning with properties reminiscent of Gaussian Processes (GPs). They are adept at modelling data consisting of few observations of…

stat.ML2021

DOCKSTRING: easy molecular docking yields better benchmarks for ligand design

Miguel García-Ortegón, Gregor N. C. Simm, Austin J. Tripp +3

The field of machine learning for drug discovery is witnessing an explosion of novel methods. These methods are often benchmarked on simple physicochemical properties such as solub…

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