Search Results for author: Joshua Southern

Found 3 papers, 1 papers with code

Curvature Filtrations for Graph Generative Model Evaluation

1 code implementation NeurIPS 2023 Joshua Southern, Jeremy Wayland, Michael Bronstein, Bastian Rieck

Graph generative model evaluation necessitates understanding differences between graphs on the distributional level.

Topological Data Analysis

End-To-End Prediction of Emotion From Heartbeat Data Collected by a Consumer Fitness Tracker

no code implementations16 Jul 2019 Ross Harper, Joshua Southern

We present here a Bayesian deep learning model for end-to-end classification of emotional valence, using only the unimodal heartbeat time series collected by a consumer fitness tracker (Garmin V\'ivosmart 3).

Time Series Time Series Analysis

A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat

no code implementations8 Feb 2019 Ross Harper, Joshua Southern

However, in practice, collection of physiological data `in the wild' is currently limited to heartbeat time series of the kind generated by affordable wearable heart monitors.

Decision Making Time Series +1

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