Statistics
Publications
13
Citations
1.1K
H-Index
12
Active since
2008
Affiliations
Ahmed Hefny is an author at Carnegie Mellon University specializing in computer science, computing, and machine learning.
Publications per year
2008–2022
13
13
Stochastic Variance Reduction for Nonconvex Optimization
Sashank J. Reddi, Ahmed Hefny, Suvrit Sra et al. · arXiv (Cornell University) · 2016 · 242 citations · Full text
Query-based Workload Forecasting for Self-Driving Database Management Systems
Lin Ma, Dana Van Aken, Ahmed Hefny et al. · 2018 · 180 citations
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants
Sashank J. Reddi, Ahmed Hefny, Suvrit Sra et al. · arXiv (Cornell University) · 2015 · 111 citations · Full text
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