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Khandker Sadia Rahman

2 accepted papers

2025

Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach

AAAI 2025technical

In recent years, there has been growing interest in leveraging machine learning for homeless service assignment. However, the categorical nature of administrative data recorded for homeless individuals hinders the development of accurate machine learning methods for this task. This work asserts that…

2023

Bayesian Network Modeling and Prediction of Transitions Within the Homelessness System

ICASSP 2023accepted

Administrative data collected by homeless service providers offer a unique opportunity to understand how homeless individuals navigate the homeless system towards securing stable housing. However, the literature on predictive models in the context of homeless service provision has neglected the sequ…

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