Du Zhang

Logical consensuses for case-based reasoning and for mathematical engineering of AI

2016

We claim that computing forms of consensus among several agents about their solutions to past problems can play a useful pre-treatment role in case-based reasoning. Intuitively, we define a consensus as a subset of the …

From One-off Machine Learning to Perpetual Learning: A STEP Perspective

2018

While classical machine learning highlights on improving the performance P of a computing system for tasks T with experience E, perpetual (or lifelong) learning emphasizes on the accomplishment of such performance improvement incrementally and continuously …