今天在推上被一位朋友问到AutoML的入门资料，我想了一下之前看过第四范式的这篇Survey，他们一直在KDD Cup/NIPS上承办AutoML Challenge。这篇入门survey也是我看过的写得最好的，2018年11月提交，2019年1月最后一次revised，内容够新够全。https://arxiv.org/abs/1810.13306
AutoML的很多工作都是集中于超参数调节，虽然我觉得它很多时候没有CV/NLP方向那么生动，却还是有自己很独特的魅力，落地价值也很强。
BY Data Science Archive
“To the extent it is used I fear it’s often for illicit finance. It’s an extremely inefficient way of conducting transactions, and the amount of energy that’s consumed in processing those transactions is staggering,” the former Fed chairwoman said. Yellen’s comments have been cited as a reason for bitcoin’s recent losses. However, Yellen’s assessment of bitcoin as a inefficient medium of exchange is an important point and one that has already been raised in the past by bitcoin bulls. Using a volatile asset in exchange for goods and services makes little sense if the asset can tumble 10% in a day, or surge 80% over the course of a two months as bitcoin has done in 2021, critics argue. To put a finer point on it, over the past 12 months bitcoin has registered 8 corrections, defined as a decline from a recent peak of at least 10% but not more than 20%, and two bear markets, which are defined as falls of 20% or more, according to Dow Jones Market Data.
For some time, Mr. Durov and a few dozen staffers had no fixed headquarters, but rather traveled the world, setting up shop in one city after another, he told the Journal in 2016. The company now has its operational base in Dubai, though it says it doesn’t keep servers there.Mr. Durov maintains a yearslong friendship from his VK days with actor and tech investor Jared Leto, with whom he shares an ascetic lifestyle that eschews meat and alcohol.
Data Science Archive from sg