6 citations · 11 across the 4 of their papers we have counts for
4 papers · 1 filter
Many Needles in a Haystack: Active Hit Discovery for Perturbation Experiments
Andrea Rubbi, Arpit Merchant, Samuel Ogden +4
High-throughput gene perturbation experiments can test several genetic interventions in parallel, yet experimental budgets remain limited. A central goal is hit discovery: identify…
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification
Arpit Merchant, Carlos Castillo
Graph neural networks (GNNs) are increasingly used in critical human applications for predicting node labels in attributed graphs. Their ability to aggregate features from nodes' n…
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints
Jia Li, Yanhao Wang, Arpit Merchant
Normalized-cut graph partitioning aims to divide the set of nodes in a graph into disjoint clusters to minimize the fraction of the total edges between any cluster and all othe…
Iterative Classroom Teaching
Teresa Yeo, Parameswaran Kamalaruban, Adish Singla +5
We consider the machine teaching problem in a classroom-like setting wherein the teacher has to deliver the same examples to a diverse group of students. Their diversity stems from…