44 citations · 95 across the 36 of their papers we have counts for
5 papers · 1 filter
Improving Teacher-Student Interactions in Online Educational Forums using a Markov Chain based Stackelberg Game Model
Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal +1
With the rapid proliferation of the Internet, the area of education has undergone a massive transformation in terms of how students and instructors interact in a classroom. Online…
Feature-based Individual Fairness in k-Clustering
Debajyoti Kar, Mert Kosan, Debmalya Mandal +4
Ensuring fairness in machine learning algorithms is a challenging and essential task. We consider the problem of clustering a set of points while satisfying fairness constraints. W…
Sequential Blocked Matching
Nicholas Bishop, Hau Chan, Debmalya Mandal +1
We consider a sequential blocked matching (SBM) model where strategic agents repeatedly report ordinal preferences over a set of services to a central planner. The planner's goal i…
Surprisingly Popular Voting Recovers Rankings, Surprisingly!
Hadi Hosseini, Debmalya Mandal, Nisarg Shah +1
The wisdom of the crowd has long become the de facto approach for eliciting information from individuals or experts in order to predict the ground truth. However, classical democra…
Meta-Learning with Graph Neural Networks: Methods and Applications
Debmalya Mandal, Sourav Medya, Brian Uzzi +1
Graph Neural Networks (GNNs), a generalization of deep neural networks on graph data have been widely used in various domains, ranging from drug discovery to recommender systems. H…