reinecke
Re-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference
Edenhofer, Gordian, Frank, Philipp, Roth, Jakob, Leike, Reimar H., Guerdi, Massin, Scheel-Platz, Lukas I., Guardiani, Matteo, Eberle, Vincent, Westerkamp, Margret, Enßlin, Torsten A.
Imaging is the process of transforming noisy, incomplete data into a space that humans can interpret. NIFTy is a Bayesian framework for imaging and has already successfully been applied to many fields in astrophysics. Previous design decisions held the performance and the development of methods in NIFTy back. We present a rewrite of NIFTy, coined NIFTy.re, which reworks the modeling principle, extends the inference strategies, and outsources much of the heavy lifting to JAX. The rewrite dramatically accelerates models written in NIFTy, lays the foundation for new types of inference machineries, improves maintainability, and enables interoperability between NIFTy and the JAX machine learning ecosystem.
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Let's get phygital: Most disruptive tech of 2020
Tech service provider NTT released a report on Monday outlining the top digital disruption predictions for 2020. In the report, NTT CTO Ettienne Reinecke highlighted five specific disruptive technologies expected to impact 2020. After gathering global insights on intelligent tech solutions from clients, NTT experts determined the future's most impactful disruptive technologies. Gartner's IT glossary defines digital disruption as "an effect that changes the fundamental expectations and behaviors in a culture, market, industry or process that is caused by, or expressed through, digital capabilities, channels or assets." SEE: Digital transformation: An IT pro's guide (free PDF) (TechRepublic) While the word disruption may have a negative connotation, digital disruption is a positive movement for the tech world.
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Blockchain, robotics, AI, wireless tech to reshape digital business in 2018
DUBAI – Blockchain, together with artificial intelligence, machine learning, robotics, and virtual and augmented reality, have the potential to deliver disruptive outcomes and reshape digital business in 2018. And companies that have not started the digital investment cycle are at high risk of being disrupted. This is according to the list of top IT predictions for 2018 published Saturday by Dimension Data. But the top trend for the coming year is the adoption of Blockchain - the technology behind Bitcoin - and its immense potential to disrupt and transform the world of money, business, and society using a variety of applications. Ettienne Reinecke, Dimension Data's Group Chief Technology Officer, said Blockchain has gone from strength to strength.
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