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📚 My mini-book on amortized optimization is officially published! Via the Foundations and Trends® in Machine Learning journal...

📚 My mini-book on amortized optimization is officially published! Via the Foundations and Trends® in Machine Learning journal (https://www.nowpublishers.com/MAL)

Buy a physical copy: https://a.co/d/4IlD3oo
Free online version: https://arxiv.org/abs/2202.00665
Source code: https://github.com/facebookresearch/amortized-optimization-tutorial

#introductionI am a scientist at Meta AI in NYC and study machine learning and optimization, recently involving reinforcement learning,...

#introduction

I am a scientist at Meta AI in NYC and study machine learning and optimization, recently involving reinforcement learning, control, optimal transport, and geometry. On social media, I enjoy finding and boosting interesting content from the original authors on these topics

I made this small animation with my recent project on optimal transport that connects continuous structures in the world. The source code to reproduce this and other examples is online at https://github.com/facebookresearch/w2ot