Wee Chaimanowong

Permutation Invariant Functions: Statistical Testing, Density Estimation, and Metric Entropy

Permutation invariance is among the most common symmetries that can be exploited to simplify complex problems in machine learning. There has been a tremendous surge of research activities in building permutation invariant machine learning architectures. However, less attention is given to: (1) how t…