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In the News
Facebook’s A.I. Whiz Now Faces the Task of Cleaning It Up
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.
How Data (and some breathtaking soccer) brought Liverpool to the cusp of glory
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
Learning
🌻 The Best and Most Current of Modern Natural Language Processing
An up-to-date review of worthwhile papers in NLP. Hot recent trends.
How we might protect ourselves from malicious AI
New research could make deep-learning models much harder to manipulate in harmful ways.
Software tools & code
How to Deploy Machine Learning Models
Introduction to some of the complexities inherent to deploying Machine Learning Models in production and at scale.
Mona Lisa frown
Machine learning brings old paintings and photos to life
AutoML: Methods, Systems, Challenges (new book)
Online book dedicated to Auto ML methods (hyperparameter optimization, meta learning, neural architecture search) and systems (such as auto-weka, auto-sklearn).
Google’s AI can now translate your speech while keeping your voice
Researchers trained a neural network to map audio “voiceprints” from one language to another.
Some thoughts
How we are doing at enforcing our Community Standards
Update from Facebook with numbers and details on their Moderation efforts, a large part of which is powered by ML models.