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Scala 2017
Sun 22 - Mon 23 October 2017 Vancouver, Canada
co-located with SPLASH 2017
Mon 23 Oct 2017 10:30 - 11:00 at Regency C - Domain-specific Languages

We propose a typesafe abstraction to tensors (i.e. multidimensional arrays) exploiting the type-level programming capabilities of Scala through heterogeneous lists (HList), and showcase typesafe abstractions of common tensor operations and various neural layers such as convolution or recurrent neural networks. This abstraction could lay the foundation of future typesafe deep learning frameworks that runs on Scala/JVM.