PERSON DIRECTORY
Matthew Macfarlane
Matthew Macfarlane appears in 1 indexed conversation across Machine Learning Street Talk. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
Can Latent Program Networks Solve Abstract Reasoning? [Clement Bonnet]
Clement BonnetMatthew Macfarlane
Latent Program Networks replace search over enormous parameter or symbolic-program spaces with gradient optimization in a compressed continuous program representation, targeting ARC’s out-of-distribution challenge.A roughly 10% evaluation result from 40 million parameters trained from scratch on Re-ARC’s roughly 100 million examples is architectural evidence, while decoder limits, transductive tasks, and scaling’s potentially rougher latent geometry remain unresolved.