2 papers
cs.LG2026
To Describe or Construct Statistical Learning Models Using the Category-theoretical Language
Congwei Song
Statistical learning is a fascinating field that has long been the mainstream of machine learning/artificial intelligence. A large number of results have been produced which can be…
cs.LG2026
The General Theory of Localization Methods
Congwei Song
This paper proposes a general machine learning framework called the localization method, which is fundamentally built on two core concepts: localization kernels and local means --…