Dense Associative Memories or modern Hopfield networks permit storage and reliable retrieval of an exponentially large (in the dimension of feature space) number of memories. At the same time, their naive implementation is non-biological, since it seeming... (more…)

Watch the keynote presentation by Alex Smola, AWS vice president and distinguished scientist, presented at the AutoML@ICML2020 workshop... (more…)

Exponential compute power shrouded by decoherence and cryogenic requirements—our quest to wield quantum computers is a tale of David and the Goliath. (more…)

The Amazon CEO devoted a big chunk of his annual letter to machine learning, and tech investors should take notice. (more…)

Posted by Jie Ren, Research Scientist, Google Research and Balaji Lakshminarayanan, Research Scientist, DeepMind Successful deployment o... (more…)