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Web Host Conference New York

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Preview of Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks
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Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks (2106.00774.pdf)

5.64 MBEN 32 pages
Gradient flows are used to optimize functionals in probability spaces with the Wasserstein metric. A typical approach involves the Jordan-Kinderlehrer-Otto scheme, but this is challenging in high dimensions. We propose using input-convex neural networks to approximate the scheme.
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Preview of A Scientist in Spite of Himself
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A Scientist in Spite of Himself (ASPBPioneerMember_Bob-Goldberg.pdf)

610 KBEN 14 pages
I was uninterested in school, preferring baseball and spending time in the Indians' clubhouse with Hall of Famers. I was bored by the narrow, authoritarian teaching of the day. I was more interested in hands-on learning through my uncle's dry cleaners.
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