45 citations · 77 across the 11 of their papers we have counts for
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cs.LG2021★ 10 cited
ZerO Initialization: Initializing Neural Networks with only Zeros and Ones
Jiawei Zhao, Florian Schäfer, Anima Anandkumar
Deep neural networks are usually initialized with random weights, with adequately selected initial variance to ensure stable signal propagation during training. However, selecting…
math.NA2021★ 4 cited
Sparse recovery of elliptic solvers from matrix-vector products
Florian Schäfer, Houman Owhadi
In this work, we show that solvers of elliptic boundary value problems in dimensions can be approximated to accuracy from only $\mathcal{O}\left(\log(N)\log^{d}(N / ε)\righ…