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Bayesian Structure Adaptation for Continual Learning. A non-parametric Bayesian approach on continual learning that learns the sparse deep substructure for each task by selecting weights to be used…
This Repository contains some of the Bayesian Non Parametric Models Based on variational inference using Russian Roulette Sampling Method of approximating an infinite sum.
Its a recent research by Microsoft Research India on non linear decision tree based method for classification purpose. It achieves high accuracy with less size for resource constraint devices. I am…