4 human-caused biases we need to fix for machine learning

Bias is an overloaded word. It has multiple meanings, from mathematics to sewing to machine learning, and as a result it’s easily misinterpreted. When people say an AI model is biased, they usually mean that the model is performing badly. But ironically, poor model performance is often caused by various kinds of actual bias in the data or algorithm. Machine learning algorithms do precisely what they are taught to do and are only as good as their mathematical construction and the data they are trained on. Algorithms that are biased will end up doing things that reflect that bias. To…

This story continues at The Next Web

from The Next Web https://ift.tt/2qe6bnR

Comments

Apple’s privacy reputation at risk with new iTunes class-action lawsuit

Apple has marketed itself as a company that puts customers’ privacy first, but a new class-action lawsuit claims to the contrary. Leigh Wheaton, Jill Paul, and Trevor Paul — three iTunes users from Rhode Island and Michigan — filed a federal lawsuit against the Cupertino-based tech giant alleging that the company unlawfully collects and sells their iTunes listening information to third parties without informed consent. The claims, if true, are bound to puncture a hole in Apple’s pro-privacy stance, which it touted earlier this year with the ad slogan: “What happens on your iPhone stays on your iPhone.” Apple never shows… This story continues at The Next Web Or just read more coverage about: iTunes , Apple from The Next Web http://bit.ly/2WuCjFe

Microsoft once owned a chunk of Apple, here’s what it would have been worth today

Back in 1997, Apple wasn’t as shiny as we know it today. It was actually a little bit rotten. It was the year they asked Steve Jobs to return to save the company, as it was struggling to keep up with the competition, Microsoft in particular. In just two years, its sales had fallen from $11 billion to just $7 billion. To survive, the company had to determine what its core assets were, where it was most relevant, and what it should focus on more. And it had to forge new partnerships, even if that meant cutting a deal with the… This story continues at The Next Web Or just read more coverage about: Apple , Microsoft from The Next Web https://ift.tt/32sonws

TNW Podcast: Boris comes over to co-host; Slack’s Cal Henderson talks European tech

Welcome to the new episode of the TNW Podcast — the show where we discuss the latest developments in the European technology ecosystem and feature interviews with some of the most interesting people in the industry. In today’s episode, Andrii is joined by Boris Veldhuijzen van Zanten, co-founder, member of the board, and former CEO of TNW. The topics discussed include the jobs created by Dutch startups, giant state funding for energy projects, translations of the word ‘computer’, and a bunch of other things in between. In the interview section, we’re featuring a conversation with Cal Henderson, co-founder and… This story continues at The Next Web from The Next Web https://ift.tt/jUgcNFD

Technology News Era

Search This Blog