7 citations · 7 across the 4 of their papers we have counts for
4 papers
Solving Convex Quadratic Optimization with Indicators Over Structured Graphs
Aaresh Bhathena, Salar Fattahi, Andrés Gómez +1
This paper studies convex quadratic minimization problems in which each continuous variable is coupled with a binary indicator variable. We focus on the structured setting where th…
Efficient inference of dynamic gene regulatory networks using discrete penalty
Visweswaran Ravikumar, Aaresh Bhathena, Wajd N Al-Holou +2
Gene regulatory networks (GRNs) orchestrate cellular decision making and survival strategies. Inferring the structure of these networks from high-dimensional transcriptomics data i…
A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees
Aaresh Bhathena, Salar Fattahi, Andrés Gómez +1
This paper investigates convex quadratic optimization problems involving indicator variables, each associated with a continuous variable, particularly focusing on scenarios whe…
FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing
Donald Loveland, Jiayi Pan, Aaresh Farrokh Bhathena +1
Graph Neural Networks (GNNs) have proven to excel in predictive modeling tasks where the underlying data is a graph. However, as GNNs are extensively used in human-centered applica…