In this study, we present a new framework that combines Topological Data Analysis (TDA) with graph-based learning to improve multimodal recommendations (TDA-MMRec). Our approach captures higher-order ...

Graph representation learning has the property of causal inference of relation, and integrates graph structure with recommendation system, which effectively reduces the number of iterations required ...

Research Director Tomoo Yokoyama Department of Mathematics, Kyoto University of Education Associate professor Outline Many decision problems related to fluid dynamics depend on intuition of ...