What's the Erdős number of an LLM? Mathematical and algorithmic discovery via machine learning

Abstract: We survey methods for discovering novel mathematics and novel algorithms via machine learning (AlphaTensor, FunSearch, AlphaGeometry, AI Feynman etc.). We won't present our own work but rather other people's works. So, this is a review in form a presentation.