Publications

A Bayesian Nonparametric View on Count-Min Sketch

Advances in Neural Information Processing Systems (NeurIPS), 2018

PDF Video

Finite mixture models are typically inconsistent for the number of components

NeurIPS Workshop on Advances in Approximate Bayesian Inference (AABI), 2017

Paintboxes and probability functions for edge-exchangeable graphs

NIPS Workshop on Adaptive and Scalable Nonparametric Methods in Machine Learning, 2016

PDF Poster

Edge-exchangeable graphs and sparsity

Advances in Neural Information Processing Systems (NeurIPS), 2016

PDF Video arXiv

Edge-exchangeable graphs, sparsity, and power laws

NeurIPS Workshop on Bayesian Nonparametrics, 2015

Edge-exchangeable graphs and sparsity

NeurIPS Workshop on Networks in the Social and Information Sciences, 2015

Completely random measures for modeling power laws in graphs

NeurIPS Workshop on Networks in the Social and Information Sciences, 2015