Publications

(2018). A Bayesian Nonparametric View on Count-Min Sketch. Advances in Neural Information Processing Systems (NeurIPS).

PDF Video

(2017). Finite mixture models are typically inconsistent for the number of components. NeurIPS Workshop on Advances in Approximate Bayesian Inference (AABI).

(2016). Paintboxes and probability functions for edge-exchangeable graphs. NIPS Workshop on Adaptive and Scalable Nonparametric Methods in Machine Learning.

PDF Poster

(2016). Edge-exchangeable graphs and sparsity. Advances in Neural Information Processing Systems (NeurIPS).

PDF Video arXiv

(2015). 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.