Mathematical Derivation of GAN Author: Sherlock Source: Machine Learning Algorithms and Natural Language Processing Previously, we discussed the basic idea of GAN. Recently, I reviewed some GAN papers and happened to watch a course by Professor Li Hongyi, finding the mathematical derivation quite interesting, so I decided to write it down for future reference. First, … Read more
4.7 Intellectuals The Intellectual Launched at the end of 2022, ChatGPT has shocked the internet. It inevitably brings to mind the story of AlphaGo challenging top human Go master Lee Sedol in early 2016. In a popular science book on probability I published in 2017, I described the state of artificial intelligence at that time, … Read more
Excerpt from towardsdatascience Author: Raimi Karim Translated by: Machine Heart Contributors: Wang Zijia, Geek AI Language modeling and text generation are currently two hot research topics in the field of natural language processing. Yet, over a century ago, scientific giants Markov and Shannon began their preliminary explorations in this area… In 1913, Russian mathematician Andrey … Read more