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09/18/2023
The Kernel Density Integral Transformation
Feature preprocessing continues to play a critical role when applying ma...
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07/12/2022
Look-ups are not (yet) all you need for deep learning inference
Fast approximations to matrix multiplication have the potential to drama...
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05/12/2022
Adaptive Block Floating-Point for Analog Deep Learning Hardware
Analog mixed-signal (AMS) devices promise faster, more energy-efficient ...
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03/23/2022
Towards Backwards-Compatible Data with Confounded Domain Adaptation
Most current domain adaptation methods address either covariate shift or...
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09/15/2015