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[AI Compute Symposium] Machine learning for real: Thinking more carefully about efficiency, loss functions, and GANs

IBM Yorktown THINKLab 1101 Kitchawan Rd, Yorktown Heights

Deep learning seems to touch every discipline these days, but behind its startling magic tricks, it is surprisingly primitive. It is concerning to note the extent to which today’s deep learning relies on folklore: on recipes and anecdotes, rather than on scientific principles and explanatory mathematics. Think of how much more trustworthy, robust, compact, and … Continued