Publications by Luz Melo
Comparative Analysis of Mixed-Effects Models in Three Case Studies
Comparative Analysis of Mixed-Effects Models in Three Case Studies 2024-07-26 Luz Melo Import Libraries Abstract This poster presents a comparative analysis of linear mixed-effects models applied to three distinct case studies: lung function growth in children from the Six Cities Study, body fat accretion in girls relative to menarche, and CD4...
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Abstract Introduction Data and Methods Environment Dynamics Agent Regret Metric Results Conclusion References Code Show All Code Hide All Code A Reinforcement Learning Movie Recommendation System Approach using TensorFlow Agents Luz Melo 05/01/2024 Abstract In this project, we explore the application of reinforcement le...
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Literature Review of BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Literature Review of BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain Luz Y. Melo 12/15/2023 Special thanks to the authors of “BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain” for making this literature review possible. Introduction The landscape of deep learning has witnessed ...
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Haiti’s Crisis and the Role of Data Equity
Haiti’s Crisis and the Role of Data Equity Haiti’s Crisis and the Role of Data Equity Introduction: A Cursed Legacy Political Instability Economic Meltdown Healthcare and Child Mortality Gang Violence and Prisons Conclusion: Rewriting History through Data Equity Additional Resources Luz Melo 12/13/2023 Data i...
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