3 papers
cs.IT2023
Measuring Multi-Source Redundancy in Factor Graphs
Jesse Milzman, Andre Harrison, Carlos Nieto-Granda +1
Factor graphs are a ubiquitous tool for multi-source inference in robotics and multi-sensor networks. They allow for heterogeneous measurements from many sources to be concurrently…
cs.MA2023
Decentralized core-periphery structure in social networks accelerates cultural innovation in agent-based model
Jesse Milzman, Cody Moser
Previous investigations into creative and innovation networks have suggested that innovations often occurs at the boundary between the network's core and periphery. In this work, w…
cs.IT2021
Signed and Unsigned Partial Information Decompositions of Continuous Network Interactions
Jesse Milzman, Vince Lyzinski
We investigate the partial information decomposition (PID) framework as a tool for edge nomination. We consider both the and PIDs, fr…