See below for upcoming seminars or access the seminar archive.
Organizers
Nicholas Marshall and Axel Saenz Rodriguez
Timing
The Probability and Data Science Seminar will be held on Tuesdays at 3 pm in Kidder Hall 238
Geometry of Binary Hyperdimensional Computing
Kidder 236
Speaker: Wyatt Whiting
Abstract: We begin with a broad overview of binary hyperdimensional computing. We discuss the basic ideas behind hyperdimensional computing, including how data are represented and how inferences about those data are made. We further discuss recent research by the speaker involving hyperdimensional computing, including results which indicate limitations on the accuracy of these models, and their strengths, such as robustness to post-encoding noise in the data. No prior knowledge of hyperdimensional computing or machine learning is required. Read more.