In the News
Facebook has heralded artificial intelligence as a solution to its toxic content problems. While A.I.-based solutions can help solve Image and Video Moderation, Facebook’s CTO Mike Schroepfe says there is more to do.
The club is finishing a phenomenal season — thanks in part to an unrivaled reliance on analytics.
Also in the news…
- Facebook is dabbling with robotics to improve its AI efforts. More
- The OECD has announced five “democratic principles” for AI development. More
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An up-to-date review of worthwhile papers in NLP. Hot recent trends.
New research could make deep-learning models much harder to manipulate in harmful ways.
Software tools & code
Introduction to some of the complexities inherent to deploying Machine Learning Models in production and at scale.
Machine learning brings old paintings and photos to life
Online book dedicated to Auto ML methods (hyperparameter optimization, meta learning, neural architecture search) and systems (such as auto-weka, auto-sklearn).
Researchers trained a neural network to map audio “voiceprints” from one language to another.
Update from Facebook with numbers and details on their Moderation efforts, a large part of which is powered by ML models.