Computer Vision

Neural Tangent Kernel: Introduction
The overview of the Neural Tangent Kernel.
Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation
Elegant ways to check the so-called “Manifold Hypothesis” for FaceID using geoemtric (Ninkiwsky-based) and probabilistic approaches.
Certified Robustness in High Dimensions
The overview of certified robustness problems in high dimensions.