11 citations · 15 across the 3 of their papers we have counts for
4 papers
A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs
Koyel Mukherjee, Alind Khare, Ashish Verma
Training neural networks on image datasets generally require extensive experimentation to find the optimal learning rate regime. Especially, for the cases of adversarial training o…
Layer Dynamics of Linearised Neural Nets
Saurav Basu, Koyel Mukherjee, Shrihari Vasudevan
Despite the phenomenal success of deep learning in recent years, there remains a gap in understanding the fundamental mechanics of neural nets. More research is focussed on handcra…
Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing
Arpita Biswas, Ragavendran Gopalakrishnan, Theja Tulabandhula +3
This paper provides efficient solutions to maximize profit for commercial ridesharing services, under a pricing model with detour-based discounts for passengers. We propose greedy…
Learning to Partition using Score Based Compatibilities
Arun Rajkumar, Koyel Mukherjee, Theja Tulabandhula
We study the problem of learning to partition users into groups, where one must learn the compatibilities between the users to achieve optimal groupings. We define four natural obj…