265 citations · 1k across the 84 of their papers we have counts for
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On Optimal Generalizability in Parametric Learning
Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour +1
We consider the parametric learning problem, where the objective of the learner is determined by a parametric loss function. Employing empirical risk minimization with possibly reg…
Read Mapping Near Non-Volatile Memory
S. Karen Khatamifard, Zamshed Chowdhury, Nakul Pande +3
DNA sequencing is the physical/biochemical process of identifying the location of the four bases (Adenine, Guanine, Cytosine, Thymine) in a DNA strand. As semiconductor technology…
On the Pervasiveness of Difference-Convexity in Optimization and Statistics
Maher Nouiehed, Jong-Shi Pang, Meisam Razaviyayn
With the increasing interest in applying the methodology of difference-of-convex (dc) optimization to diverse problems in engineering and statistics, this paper establishes the dc…