62 citations · 264 across the 21 of their papers we have counts for
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cs.LG2020
SuperCoder: Program Learning Under Noisy Conditions From Superposition of States
Ali Davody, Mahmoud Safari, Răzvan V. Florian
We propose a new method of program learning in a Domain Specific Language (DSL) which is based on gradient descent with no direct search. The first component of our method is a pro…
cs.LG2020
On the effect of normalization layers on Differentially Private training of deep Neural networks
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer +1
Differentially private stochastic gradient descent (DPSGD) is a variation of stochastic gradient descent based on the Differential Privacy (DP) paradigm, which can mitigate privacy…