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Amin Barekatain Profile picture
Amin Barekatain
@BarekatainAmin
🧠 Research Engineer @DeepMind | Algorithm Discovery using ML | AlphaTensor, AlphaDev, MuZero
Oct 5, 2022 • 8 tweets • 6 min read
Excited to share our work published in the @Nature cover, which surpasses human knowledge in a 50-year-old open question in Mathematics!

We introduce #AlphaTensor, an #AlphaZero-based RL agent that discovers faster exact matrix multiplication algorithms.

🧵1/ Matrix Multiplication (MatMul) is one of the root node problems where any speedup results in improvements in many areas, including Matrix Inversion, Factorization, & Neural Networks.

In industry, MatMul is used for image processing, speech recognition, computer graphics, etc. 2/