Мини-курс профессора Стива Удо (INRIA, Ecole Polytechnique)

10 сентября состоялся мини-курс профессора Стива Удо (INRIA, Ecole Polytechnique) "Statistics and Learning with topological descriptors".

Краткая аннотация: In this survey talk I will review some of the recent advancesin Topological Data Analysis to define stable descriptors for data, touse these descriptors for learning tasks, and to do statistics on them.Among other topics, I will address finding suitable metrics, definingand computing means and barycenters, deriving confidence intervals, lawsof large numbers, central limit theorems, and kernel mean embeddings.