Cooperating with the Curse of Dimensionality

Cooperating with the Curse of Dimensionality

Berkeley-Davis Joint Colloquium at Berkeley
Apr 25, 2019, 04:00 PM - 05:00 PM | 3106 Etcheverry Hall | Happening As Scheduled
Hao Chen, UC Davis
The curse of dimensionality arises when analyzing high-dimensional data and non-Euclidean data, such as network data, which are ubiquitous nowadays. It causes counter-intuitive phenomena and makes traditional statistical tools less effective or inapplicable. On the other hand, some counter-intuitive phenomena might be explained by some universal patterns, which could be used to form new effective...