Manifold fitting in genome sequence analyzing
Organizer
Speaker
(Tsinghua) Tao Zhou
Time
Thursday, September 14, 2023 2:30 PM - 3:00 PM
Venue
Online
Abstract
The manifold hypothesis posits that high-dimensional data typically lie close to a low-dimensional manifold. The genesis of the manifold hypothesis stems from the observation that numerous physical systems possess a limited number of underlying variables that determine their behavior, even when they display intricate and diverse phenomena in high-dimensional spaces. Previously, we have showed the potential manifold structure behind the 12-dimensional Euclidean space generated by natural vector using the manifold fitting technique developed by Zhigang Yao, which appears to exhibit a loop structure. This week we will explore the possible appliance of this technique in low-quality sequence analyzing.