Open Internet by MindsNet

Applying Continual Learning to Computational Biology and Bioinformatics

The problem is to update machine learning models in computational biology and bioinformatics with new data without retraining from scratch, while avoiding catastrophic forgetting. This is particularly relevant when new data arrives continuously or in regular batches, and retraining is computationally expensive or impractical.

Computing & Technology, Computer Science, Machine Learning