Browsing Article by Subject "Benchmarking"

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SMOTified-GAN for Class Imbalanced Pattern Classification Problems

Sharma, Anuraganand; Singh, Prabhat Kumar; Chandra, Rohitash (Institute of Electrical and Electronics Engineers Inc., 2022)

Class imbalance in a dataset is a major problem for classifiers that results in poor prediction with a high true positive rate (TPR) but a low true negative rate (TNR) for a majority positive training dataset. Generally, ...
Stochastic Arrow-Hurwicz Algorithm for Path Selection and Rate Allocation in Self-Backhauled mmWave Networks

Sharma, Abhinav; Lakshmanan K; Gupta, Ruchir; Gupta, Atul (Institute of Electrical and Electronics Engineers Inc., 2022-03)

ne of the key promoters of 5G deployment using millimetre waves is multi-hop self-backhauling. However, the rate allocation and path selection for these networks are challenging tasks. For this purpose, we consider a network ...

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