Artificial Intelligence #111

Hey, in this issue: will transformers take over artificial intelligence?; AI learns to drive from scratch; deep neural nets: 33 years ago and 33 years from now; ML reimagines the building blocks of computing; assessing generalization of SGD; and more.

This issue is sponsored by AtScale and Run:AI .

• Will transformers take over artificial intelligence ?
• [Video] AI learns to drive from scratch - an introduction and demonstration of reinforcement learning with Deep-Q-Learning
• Deep neural nets: 33 years ago and 33 years from now
• Machine learning reimagines the building blocks of computing
• [Sponsored] How to Create & Foster a Data-Driven Culture

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• [Tutorial] Guiding text generation with constrained beam search in transformers
• [Microsoft] μTransfer: a technique for hyperparameter tuning of enormous neural networks
• [Sponsored] How much more can you get from your GPUs? Introducing rntop, an open-source tool for monitoring GPU cluster utilization .
• [Nature] Restoring and attributing ancient texts using deep neural networks
• [CMU] Assessing generalization of stochastic gradient descent via disagreement

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Have a nice weekend! See you next week. — Andriy