Tags: algorithm

A new quantum algorithm developed by University of Georgia statisticians addresses one of the most complex challenges in single-cell analysis, signaling significant impact in both the fields of computational biology and quantum computing. While traditional approaches struggle to handle the immense amount of data generated from measuring both RNA and protein expression in individual cells, the new quantum algorithm enables analysis of data…

The University of Georgia School of Computing (SOC) held its second annual SOC Research Day on Nov. 17 to celebrate the rapidly growing prominence of computing research across the university. The keynote, senior administration, and faculty speakers helped lay out a vision for the next era of computing at UGA. Our colleagues at UGA Research Communications share the story: Held in the Georgia Center for Continuing Education, the event pulled…

In the context of dynamic programming, the curse of dimensionality refers to various phenomena that arise when analyzing and organizing data with hundreds or thousands of dimensions. In order to obtain a statistically sound and reliable result, the amount of data needed to support the result often grows exponentially with the dimensionality. In a recent paper published in the proceedings of the prestigious machine learning and…