2 papers
cs.LG2023
Stress and Adaptation: Applying Anna Karenina Principle in Deep Learning for Image Classification
Nesma Mahmoud, Hanna Antson, Jaesik Choi +2
Image classification with deep neural networks has reached state-of-art with high accuracy. This success is attributed to good internal representation features that bypasses the di…
cs.LG2016
Searching for Topological Symmetry in Data Haystack
Kallol Roy, Anh Tong, Jaesik Choi
Finding interesting symmetrical topological structures in high-dimensional systems is an important problem in statistical machine learning. Limited amount of available high-dimensi…