Ying-Tian Shi

Rondo: Unsupervised Discovery of Recurring Temporal Structure

Many real-world time series data exhibit structural properties at multiple scales, from short, recurring units to complex sequences composed of these units. Unsupervised discovery of both these components and structure enables the design of intelligent systems that help interpret temporal data, thereby limiting the amo...