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03/08/2019
Auto-Vectorizing TensorFlow Graphs: Jacobians, Auto-Batching And Beyond
We propose a static loop vectorization optimization on top of high level...
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02/27/2019
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning
TensorFlow Eager is a multi-stage, Python-embedded domain-specific langu...
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02/14/2019
A New Interaction Index inspired by the Taylor Series
We study interactions among players in cooperative games. We propose a n...
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06/06/2018
Spectral Inference Networks: Unifying Spectral Methods With Deep Learning
We present Spectral Inference Networks, a framework for learning eigenfu...
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03/14/2016