Protein Discovery with Discrete Walk-Jump Sampling.
Nathan C. FreyDaniel BerenbergKarina ZadorozhnyJoseph KleinhenzJulien Lafrance-VanasseIsidro HötzelYan WuStephen RaRichard BonneauKyunghyun ChoAndreas LoukasVladimir GligorijevicSaeed SaremiPublished in: ICLR (2024)
Keyphrases
- knowledge discovery
- random walk
- band limited
- random sampling
- discovery process
- protein functional
- protein sequences
- discrete geometry
- sampling strategy
- data mining
- dead end
- protein interaction data
- contact map
- genetic algorithm
- pattern discovery
- protein folding
- amino acids
- protein structure
- sampled data
- scientific discovery
- data sets
- drug design
- finite number
- data analysis
- mass spectrometry data
- markov chain