_prof-kristian-kersting-on-deep-machines-that-know-when-they-do-not-know.jpg "Prof. Kristian Kersting on Deep Machines That Know When They Do Not Know from reducing and non reducing examples Video Screenshot Preview")
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⏲ Duration: 53 min 63 sec
✓ Published: 21-Jul-2020
✓ Published: 21-Jul-2020
Description:
Our minds make inferences that appear to go far beyond standard machine learning. Whereas people can learn richer representations and use them for a wider range of learning tasks, machine learning algorithms have been mainly employed in a stand-alone context, constructing a single function from a table of training examples. This talk will touch upon a view on machine learning, called probabilistic programming, that can help capturing these human learning aspects by combining high-level programmi
Our minds make inferences that appear to go far beyond standard machine learning. Whereas people can learn richer representations and use them for a wider range of learning tasks, machine learning algorithms have been mainly employed in a stand-alone context, constructing a single function from a table of training examples. This talk will touch upon a view on machine learning, called probabilistic programming, that can help capturing these human learning aspects by combining high-level programmi
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