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Austin Tripp

13 papers hereh-index 11564 citations19 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI2
  • cs.NE1
  • physics.chem-ph1
  • stat.ML1
same name
  • Austin Tripp — 4 papers, h 3

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
20202024
most citedSample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining

37 citations · 112 across the 12 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

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.