Search Results for author: Matthew Harding

Found 3 papers, 0 papers with code

Predicting Mortality from Credit Reports

no code implementations5 Nov 2021 Giacomo De Giorgi, Matthew Harding, Gabriel Vasconcelos

Data on hundreds of variables related to individual consumer finance behavior (such as credit card and loan activity) is routinely collected in many countries and plays an important role in lending decisions.

A Panel Quantile Approach to Attrition Bias in Big Data: Evidence from a Randomized Experiment

no code implementations9 Aug 2018 Matthew Harding, Carlos Lamarche

In the second step, standard panel quantile methods are employed on a subset of weighted observations.

Scalable Bayesian Non-Negative Tensor Factorization for Massive Count Data

no code implementations18 Aug 2015 Changwei Hu, Piyush Rai, Changyou Chen, Matthew Harding, Lawrence Carin

We present a Bayesian non-negative tensor factorization model for count-valued tensor data, and develop scalable inference algorithms (both batch and online) for dealing with massive tensors.

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