Trends in Machine Learning at ICLR 2022 - Part 1,

This was the 10th ICLR conference, marking the golden decade of Deep Learning and AI. Despite early predictions that the Deep Learning hype will be ephemeral, we are happy to see the field still growing while delivering maturity in algorithms and architectures. ICLR 2022 was full of exciting papers.
Here at RelationalAI we spent ~100 hours going through the content as we believe it will drive the commercialization of AI in the following years. Here are the most noteworthy ideas - Part 1.
Overview and slides are provided in our blog - relational.ai/blog/trends-in-...