Guangyuan Zhao

Blending Diverse Physical Priors with Neural Networks

2019 · arXiv (Cornell University)

Machine learning in context of physical systems merits a re-examination of the learning strategy. In addition to data, one can leverage a vast library of physical prior models (e.g. kinematics, fluid flow, etc) to perform …

Improved Collaborative Filtering Recommendation Algorithm Adapted to User Interest Change

2021 · 2021 International Conference on Control, Automation and Information Sciences (ICCAIS)

Collaborative filtering algorithm is the most widely used algorithm in the recommendation system. Its core is to recommend the target according to the neighbor users or similar items. When the traditional collaborative filtering algorithm is …