Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Jinsong Yu shares deep architectural insights ...
When you're trying to learn something new, achieve a particular goal, or just get through your everyday routine, it's easy to just put your head down and focus on getting things done. But if you want ...
'Human in the Loop’ Learning (HITL), describes a setup whereby a learning machine or computer system can incorporate selected human inputs or labels into its inferences or learning process, and ...
Over the past 50 years and more, governments have worked to improve decision-making, relying less on anecdote and intuition and more on analysis and evidence. More budgets now focus not just on ...
Technology has in recent decades disrupted traditional jobs through automation and digital transformation, displacing roles across industries. As various analyses and research have shown, individuals ...
Human-in-the-loop machine learning takes advantage of human feedback to eliminate errors in training data and improve the accuracy of models. Machine learning models are often far from perfect. When ...
Now that machine learning is becoming more and more mainstream, some design patterns are starting to emerge. As the CEO of CrowdFlower, I’ve worked with many companies building machine learning ...
Paco Nathan is a unicorn. It's a cliche, but gets the point across for someone who is equally versed in discussing AI with White House officials and Microsoft product managers, working on big data ...
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