Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval.
Pascal NotinMafalda DiasJonathan FrazerJavier Marchena-HurtadoAidan N. GomezDebora S. MarksYarin GalPublished in: ICML (2022)
Keyphrases
- autoregressive
- moving average
- random fields
- subcellular localization
- non stationary
- protein structure prediction
- gaussian markov random field
- information retrieval
- contact map
- random field models
- spectrum analysis
- genetic algorithm
- autoregressive model
- markov random field
- protein sequences
- parameter estimation
- probabilistic model
- artificial neural networks
- autoregressive moving average
- maximum entropy
- bayesian networks