Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization

Hongyu Guo, Yongyi Mao, Ali Al-Bashabsheh +1

Based on the notion of information bottleneck (IB), we formulate a quantization problem called "IB quantization". We show that IB quantization is equivalent to learning based on th…