Error correction codeIn computing, telecommunication, information theory, and coding theory, forward error correction (FEC) or channel coding is a technique used for controlling errors in data transmission over unreliable or noisy communication channels. The central idea is that the sender encodes the message in a redundant way, most often by using an error correction code or error correcting code (ECC). The redundancy allows the receiver not only to detect errors that may occur anywhere in the message, but often to correct a limited number of errors.
Zhuang peopleThe Zhuang ('dʒwæŋ,_'dʒwɒŋ; ; Bouxcuengh poːu˦˨ ɕeŋ˧; Sawndip: 佈獞) are a Tai-speaking ethnic group who mostly live in the Guangxi Zhuang Autonomous Region in Southern China. Some also live in the Yunnan, Guangdong, Guizhou, and Hunan provinces. They form one of the 56 ethnic groups officially recognized by the People's Republic of China. With the Bouyei, Nùng, Tày, and other Northern Tai speakers, they are sometimes known as the Rau or Rao people. Their population, estimated at 18 million people, makes them the largest minority in China.
Regularization (mathematics)In mathematics, statistics, finance, computer science, particularly in machine learning and inverse problems, regularization is a process that changes the result answer to be "simpler". It is often used to obtain results for ill-posed problems or to prevent overfitting. Although regularization procedures can be divided in many ways, the following delineation is particularly helpful: Explicit regularization is regularization whenever one explicitly adds a term to the optimization problem.
Machine learningMachine learning (ML) is an umbrella term for solving problems for which development of algorithms by human programmers would be cost-prohibitive, and instead the problems are solved by helping machines 'discover' their 'own' algorithms, without needing to be explicitly told what to do by any human-developed algorithms. Recently, generative artificial neural networks have been able to surpass results of many previous approaches.
