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Generative Active Learning for the Search of Small-molecule Protein Binders.

Maksym KorablyovCheng-Hao LiuMoksh JainAlmer M. van der SlootEric JolicoeurEdward RuedigerAndrei Cristian NicaEmmanuel BengioKostiantyn LapchevskyiDaniel St-CyrDoris Alexandra SchuetzVictor Ion ButoiJarrid Rector-BrooksSimon BlackburnLeo FengHadi NekoeiSai Krishna GottipatiPriyesh VijayanPrateek GuptaLadislav RampásekSasikanth AvanchaPierre-Luc BaconWilliam L. HamiltonBrooks PaigeSanchit MisraStanislaw Kamil JastrzebskiBharat KaulDoina PrecupJosé Miguel Hernández-LobatoMarwin H. S. SeglerMichael M. BronsteinAnne MarinierMike TyersYoshua Bengio
Published in: CoRR (2024)
Keyphrases
  • active learning
  • search algorithm
  • search efficiency
  • search space
  • search strategy
  • labeled data
  • drug discovery
  • semi supervised
  • relevance feedback
  • small number
  • supervised learning
  • search strategies
  • protein sequences