Search Results for author: Lloyd Elliott

Found 3 papers, 1 papers with code

Shape Modeling with Spline Partitions

1 code implementation5 Aug 2021 Shufei Ge, Shijia Wang, Lloyd Elliott

In this work, we focus on Bayesian nonparametric methods for capturing shapes by partitioning a space using curves.

Image Segmentation Semantic Segmentation

Scalable imputation of genetic data with a discrete fragmentation-coagulation process

no code implementations NeurIPS 2012 Lloyd Elliott, Yee W. Teh

We present a Bayesian nonparametric model for genetic sequence data in which a set of genetic sequences is modelled using a Markov model of partitions.

Computational Efficiency Imputation

Modelling Genetic Variations using Fragmentation-Coagulation Processes

no code implementations NeurIPS 2011 Yee W. Teh, Charles Blundell, Lloyd Elliott

We propose a novel class of Bayesian nonparametric models for sequential data called fragmentation-coagulation processes (FCPs).

Imputation

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