38 citations · 60 across the 6 of their papers we have counts for
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cs.LG2016★ 38 cited
Big Batch SGD: Automated Inference using Adaptive Batch Sizes
Soham De, Abhay Yadav, David Jacobs +1
Classical stochastic gradient methods for optimization rely on noisy gradient approximations that become progressively less accurate as iterates approach a solution. The large nois…
cs.CV2016
Biconvex Relaxation for Semidefinite Programming in Computer Vision
Sohil Shah, Abhay Kumar, Carlos Castillo +3
Semidefinite programming is an indispensable tool in computer vision, but general-purpose solvers for semidefinite programs are often too slow and memory intensive for large-scale…