Artificial Intelligence News

We recently hosted our flagship careers event, find out what went on and who attended.

Numerical simulations and visualizations developed by researchers from the High Performance and Scientific Computing (HPSC) group led by Dr. Gihan Mudalige at Warwick’s Department of Computer Science in collaboration with Rolls-Royce, PPCU Hungary and Universities of Surrey and Birmingham have been selected as one of the six finalists for the Scientific Visualization and Data Analytics Showcase at the 2022 Supercomputing (SC) Conference, held in Dallas TX. SC is the premier international conference on supercomputing providing a major forum for presenting the highest level of accomplishments in high-performance computing, networking, storage, and analysis. It is held annually in the US and attended by over 10000 attendees from all over the world. A video regarding the work can be found here.

We are delighted to announce that the paper "Dynamic Matching with Better-than-2 Approximation in Polylogarithmic Update Time", coauthored by Sayan Bhattacharya and Peter Kiss from the Theory and Foundations Research Division at Warwick, along with Thatchaphol Saranurak (University of Michigan) and David Wajc (Stanford University), has received the best paper award at SODA 2023.

Computing a maximum matching in a graph is a fundamental problem in combinatorial optimisation. The paper considers this problem in a dynamic graph, which keeps changing over time via a sequence of edge insertions and deletions. It was a decade-old open question to decide whether one can beat the performance guarantee of the simple greedy algorithm for this problem (which gives 2 approximation), in a dynamic setting. The paper answers this question in the affirmative, and provides the first efficient dynamic algorithm which can maintain a better-than 2 approximation to the size of the maximum matching in the input graph.