1 citations · 2 across the 5 of their papers we have counts for
5 papers
PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels
Aayushman, Hemanth Gaddey, Vidhi Mittal +2
Deep learning models have achieved great success in automating skin lesion diagnosis. However, the ethnic disparity in these models' predictions needs to be addressed before deploy…
DiffRed: Dimensionality Reduction guided by stable rank
Prarabdh Shukla, Gagan Raj Gupta, Kunal Dutta
In this work, we propose a novel dimensionality reduction technique, DiffRed, which first projects the data matrix, A, along first principal components and the residual matri…
Entropy Aware Training for Fast and Accurate Distributed GNN
Dhruv Deshmukh, Gagan Raj Gupta, Manisha Chawla +2
Several distributed frameworks have been developed to scale Graph Neural Networks (GNNs) on billion-size graphs. On several benchmarks, we observe that the graph partitions generat…
PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clients
Manas Wadhwa, Gagan Raj Gupta, Ashutosh Sahu +2
The traditional framework of federated learning (FL) requires each client to re-train their models in every iteration, making it infeasible for resource-constrained mobile devices…
Friendliness Of Stack Overflow Towards Newbies
Aneesh Tickoo, Shweta Chauhan, Gagan Raj Gupta
In today's modern digital world, we have a number of online Question and Answer platforms like Stack Exchange, Quora, and GFG that serve as a medium for people to communicate and h…