A Unified Probabilistic Framework for Dictionary Learning with Parsimonious Activation

Zihui Zhao, Yuanbo Tang, Jieyu Ren +2

Dictionary learning is traditionally formulated as an $L_1$-regularized signal reconstruction problem. While recent developments have incorporated discriminative, hierarchical, or…