36 citations · 56 across the 3 of their papers we have counts for
3 papers · 1 filter
ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition
Gautham Krishna Gudur, Prahalathan Sundaramoorthy, Venkatesh Umaashankar
Various health-care applications such as assisted living, fall detection etc., require modeling of user behavior through Human Activity Recognition (HAR). HAR using mobile- and wea…
Ask less - Scale Market Research without Annoying Your Customers
Venkatesh Umaashankar, Girish Shanmugam S
Market research is generally performed by surveying a representative sample of customers with questions that includes contexts such as psycho-graphics, demographics, attitude and p…
Effectiveness of Hierarchical Softmax in Large Scale Classification Tasks
Abdul Arfat Mohammed, Venkatesh Umaashankar
Typically, Softmax is used in the final layer of a neural network to get a probability distribution for output classes. But the main problem with Softmax is that it is computationa…