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math.CO2022
(Random) Trees of Intermediate Uniform Growth
George Kontogeorgiou, Martin Winter
For every sufficiently well-behaved function that grows at least linearly and at most exponentially we construct a tree of u…
cs.LG2022
Gradient-based Weight Density Balancing for Robust Dynamic Sparse Training
Mathias Parger, Alexander Ertl, Paul Eibensteiner +3
Training a sparse neural network from scratch requires optimizing connections at the same time as the weights themselves. Typically, the weights are redistributed after a predefine…