Multi-task Bioassay Pre-training for Protein-ligand Binding Affinity Prediction.
Jiaxian YanZhaofeng YeZiyi YangChengqiang LuShengyu ZhangQi LiuJiezhong QiuPublished in: CoRR (2023)
Keyphrases
- multi task
- drug design
- multi task learning
- protein structure prediction
- learning tasks
- multitask learning
- mhc class ii
- training set
- multiple tasks
- drug discovery
- protein protein interactions
- multi class
- learning problems
- gaussian processes
- hiv protease
- supervised learning
- pairwise
- transfer learning
- protein interaction
- training examples
- protein protein
- sparse learning
- virtual screening
- protein structure
- dna binding
- feature selection
- data sets
- high throughput
- linear svm
- feature extraction
- machine learning