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  In praise of the autoencoder

  Publié: avril 13, 2019, 10:48am CEST par Rosaria Silipo

  When you consider all the machine learning (ML) algorithms, you’ll find there is a subset of very pragmatic ones: neural networks. They usually require no statistical hypothesis and no specific data preparation except for normalization. The power of each network lies in its architecture, its activation functions, its regularization terms, plus a few other features. When you consider architectures for neural networks, there is a very versatile one that can serve a variety of purposes -- two in particular: detection of unknown unexpected events and dimensionality reduction of the input space. This neural network is called autoencoder. Architecture of the… [Continue Reading]
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  Chrome OS 75 has full USB support in Linux apps

  Publié: avril 13, 2019, 10:03am CEST par Mark Wyciślik-Wilson

  Google has added full USB support for Linux apps in the dev build of Chrome OS 75. The new feature arrived in build 75.0.3759.4 of the operating system and helps to improve the experience of running Linux apps on a Chromebook. While USB support is not a brand-new feature, anyone who has tried using Linux apps on a Chromebook will be well aware that it has been a bit, well, ropey to say the least. Now this changes. See also: Microsoft rolls out new Skype for Web, and drops support for Chrome OS and Linux Google now lets you use… [Continue Reading]
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  Apple adds subscription confirmation to the App Store

  Publié: avril 13, 2019, 9:26am CEST par Mark Wyciślik-Wilson

  Apple has added a new confirmation pop-up to the App Store when users opt into a subscription using Touch ID or Face ID. While Apple has not said as much, the confirmation screen gives users a second chance to back out of a subscription. It also helps to avoid the problem of accidental sign-ups and mitigates against apps that try to trick people into starting a subscription. See also: Apple no longer charges for transferring data to a new Mac Apple and Beats designed Powerbeats Pro wireless earphones are coming in May Canceled: Apple's AirPower wireless charging mat will not… [Continue Reading]