CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models.
Vijil ChenthamarakshanPayel DasSamuel C. HoffmanHendrik StrobeltInkit PadhiKar Wai LimBenjamin HooverMatteo ManicaJannis BornTeodoro LainoAleksandra MojsilovicPublished in: NeurIPS (2020)
Keyphrases
- generative model
- drug design
- probabilistic model
- discriminative learning
- conditional random fields
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- em algorithm
- high level
- semi supervised
- data sets
- object categories
- deep belief networks
- drug discovery
- protein protein interactions
- quantitative structure activity
- generative and discriminative models