16 citations · 25 across the 18 of their papers we have counts for
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eess.SP2020★ 1 cited
Estimation of Groundwater Storage Variations in Indus River Basin using GRACE Data
Yahya Sattar, Zubair Khalid
The depletion and variations of groundwater storage~(GWS) are of critical importance for sustainable groundwater management. In this work, we use Gravity Recovery and Climate Exper…
cs.LG2020★ 5 cited
Exploring Weight Importance and Hessian Bias in Model Pruning
Mingchen Li, Yahya Sattar, Christos Thrampoulidis +1
Model pruning is an essential procedure for building compact and computationally-efficient machine learning models. A key feature of a good pruning algorithm is that it accurately…
cs.LG2020★ 16 cited
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Yahya Sattar, Samet Oymak
We consider the problem of learning stabilizable systems governed by nonlinear state equation . Here is the unknown system dynamics, is the sta…