A note of caution regarding distances on graphs
Cheeger Cuts and p-Spectral Clustering
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Modeling reality without sacrificing data: Inferentially tractable models for complex social systems
Linear Algebra and Machine Learning of Large Informatics Graphs
Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Process Intensities
Emergent patterns in large social systems
Manifold Blurring Mean Shift Algorithms for Manifold Denoising
Learning Structure and Symmetry
Graphical Models for Computer Vision