Task-conditioned Ensemble of Expert Models for Continuous Learning

Renu Sharma, Debasmita Pal, Arun Ross

One of the major challenges in machine learning is maintaining the accuracy of the deployed model (e.g., a classifier) in a non-stationary environment. The non-stationary environme…