Bayesian aggregation of evidence for detection and characterization of patterns in multiple noisy observations
Prateek Tandon · AI Matters · 2016
Bayesianism is a premier representation for encoding intelligence in robotic sensing. My thesis develops Bayesian Aggregation (BA), a machine learning pipeline for understanding patterns in noisy sensor data and extracting structure from multiple correlated observations.