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New Automated Method Aids in Quantifying Prediction Uncertainty

New Automated Method Aids in Quantifying Prediction Uncertainty
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Martin Ingram , Andrew Gelman , Bryan Giordano , Tamara Broderick , National Science Foundation , Us Office Of Naval Research , Laboratory For Information , Department Of Electrical Engineering , Journal Of Machine Learning Research , University Of California At Berkeley , Columbia University , Institute For Data , Electrical Engineering , Computer Science , Decision Systems , Machine Learning ,

Automated method helps researchers quantify uncertainty in their predictions

A new technique can help researchers who use Bayesian inference achieve more accurate results more quickly, without a lot of additional work. ....

Tamara Broderick , Martin Ingram , Andrew Gelman , Bryan Giordano , Us Office Of Naval Research , Department Of Electrical Engineering , University Of California At Berkeley , National Science Foundation , Laboratory For Information , Columbia University , Institute For Data , Journal Of Machine Learning Research , Electrical Engineering , Computer Science , Decision Systems , Machine Learning , Bayesian Inference , Sample Average Approximation , Eterministic Advi ,

Redefining Computer Speed by Using Silicon-Photonics Chip

Penn Engineers have created a novel chip that does the intricate math required to teach artificial intelligence (AI) using light waves rather than electricity. ....

Narongrit Doungmanee , Farshid Ashtiani , Vahid Nikkhah , H Nedwill Ramsey , Ali Pirmoradi , Brian Edwards , Firooz Aflatouni , Us Office Of Naval Research , Department Of Electrical , University Of Pennsylvania School Engineering , Computer Speed , Using Silicon Photonics Chip , Benjamin Franklin Medal , Ramsey Professor Nader Engheta , Associate Professor Firooz Aflatouni , Systems Engineering , Silicon Photonics , Associate Professor , Pennsylvania School , Applied Science , Force Office , Scientific Research , Multidisciplinary University Research Initiative , Naval Research , Penn Engineering ,

Nanotechnology Now - Press Release: New chip opens door to AI computing at light speed

Nanotechnology Now - Press Release: New chip opens door to AI computing at light speed
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Hong Kong , United States , University Of Pennsylvania , Applied Science , Ali Pirmoradi , H Nedwill Ramsey , Ian Scheffler , Vahid Nikkhah , Felice Macera , Brian Edwards , Farshid Ashtiani , Firooz Aflatouni , Nader Engheta , Holly Wojcik , Multidisciplinary University Research Initiative , Home Press , Us Office Of Naval Research , Wave Inc , Chip Technology , University Of Pennsylvania School Engineering , Ramsey Professor , Penn Engineering , Benjamin Franklin Medal Laureate , Ramsey Professor Nader Engheta , Nature Photonics , Associate Professor ,

Revolutionary Chip Enables AI Computing at Light Speed

Revolutionary Chip Enables AI Computing at Light Speed
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Firooz Aflatouni , Vahid Nikkhah , Ali Pirmoradi , Brian Edwards , Farshid Ashtiani , H Nedwill Ramsey , Multidisciplinary University Research Initiative , Us Office Of Naval Research , University Of Pennsylvania School Engineering , Penn Engineers , Benjamin Franklin Medal Laureate , Ramsey Professor Nader Engheta , Nature Photonics , Associate Professor , Systems Engineering , Silicon Photonics , Pennsylvania School , Force Office , Scientific Research , Naval Research ,