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Not in favor of the headline. The deepmind blog clearly states "Our results suggest that ML can complement maths research to guide intuition about a problem by
by dexter89_kp3 5y ago
Not in favor of the headline. The deepmind blog clearly states
"Our results suggest that ML can complement maths research to guide intuition about a problem by detecting the existence of hypothesised patterns with supervised learning and giving insight into these patterns with attribution techniques from machine learning"
- dang 5y agoThe submitted headline was "Podcast: Google's 'DeepMind' Does Mathematics" because the submitted URL was https://www.numberphile.com/videos/deep-mind-podcast https://www.numberphile.com/videos/deep-mind-podcast. Since the title of the article we changed it to is vague and baity, I replaced it with a representative sentence from the article body, i.e. where Williamson describes the purpose of the research.
- anonymousDan 5y agoCan anyone elaborate on what these attribution techniques might be? My understanding is that explainability is a bit of a holy grail for DNN research - are reliable techniques starting to emerge?