Hierarchical models of pain: Inference, information-seeking, and adaptive control.
Sign Up to like & getrecommendations! Published in 2020 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2020.117212
Abstract: Computational models of pain consider how the brain processes nociceptive information and allow mapping neural circuits and networks to cognition and behaviour. To date, they have generally have assumed two largely independent processes: perceptual inference,… read more here.
Keywords: models pain; information; information seeking; inference information ... See more keywords
Interactive Inference Under Information Constraints
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2021.3123905
Abstract: We study the role of interactivity in distributed statistical inference under information constraints, e.g., communication constraints and local differential privacy. We focus on the tasks of goodness-of-fit testing and estimation of discrete distributions. From prior… read more here.
Keywords: information; interactive inference; inference information; information constraints ... See more keywords