by Cliff Young on May 3, 2018 | Tags: Benchmarks, Machine Learning, Measurements, Specialization
It’s a marvelous time in computer systems. For me, working in Deep Learning feels like living through a scientific revolution. Kuhn described this kind of change in his classic book, where a new paradigm takes hold, causing entire fields to change their standard...
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by Yan Pei, Swarnendu Biswas, Don Fussell, and Keshav Pingali on Jan 29, 2018 | Tags: Data fusion, Kalman filters, Measurements, State estimation in linear systems
This is the second of a multi-part post that introduces Kalman filtering in an accessible way to computer systems researchers. In the previous post, we described how two noisy estimates of a scalar quantity such as temperature can be fused using the optimal linear...
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by Yan Pei, Swarnendu Biswas, Don Fussell, and Keshav Pingali on Dec 12, 2017 | Tags: Data fusion, Kalman filters, Measurements
Kalman filtering shows us how to fuse noisy measurements.
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