44 citations · 68 across the 7 of their papers we have counts for
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cs.LG2020★ 2 cited
Differentiable Implicit Layers
Andreas Look, Simona Doneva, Melih Kandemir +2
In this paper, we introduce an efficient backpropagation scheme for non-constrained implicit functions. These functions are parametrized by a set of learnable weights and may optio…
cs.LG2020
Dynamic Parameter Allocation in Parameter Servers
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch +1
To keep up with increasing dataset sizes and model complexity, distributed training has become a necessity for large machine learning tasks. Parameter servers ease the implementati…