69 citations · 327 across the 44 of their papers we have counts for
4 papers · 1 filter
Estimating localized complexity of white-matter wiring with GANs
Haraldur T. Hallgrimsson, Richika Sharan, Scott T. Grafton +1
In-vivo examination of the physical connectivity of axonal projections through the white matter of the human brain is made possible by diffusion weighted magnetic resonance imaging…
Learning Heuristics over Large Graphs via Deep Reinforcement Learning
Sahil Manchanda, Akash Mittal, Anuj Dhawan +3
There has been an increased interest in discovering heuristics for combinatorial problems on graphs through machine learning. While existing techniques have primarily focused on ob…
Influence Minimization Under Budget and Matroid Constraints: Extended Version
Sourav Medya, Arlei Silva, Ambuj Singh
Recently, online social networks have become major battlegrounds for political campaigns, viral marketing, and the dissemination of news. As a consequence, ''bad actors'' are incre…
K-Core Minimization: A Game Theoretic Approach
Sourav Medya, Tiyani Ma, Arlei Silva +1
K-cores are maximal induced subgraphs where all vertices have degree at least k. These dense patterns have applications in community detection, network visualization and protein fu…