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06/20/2020
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org
Over the last couple of decades in the lending industry, financial disin...
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11/22/2019
Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning
Recommendation is one of the critical applications that helps users find...
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05/04/2019
An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter
Pathogenic Social Media (PSM) accounts such as terrorist supporter accou...
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09/25/2018
Early Identification of Pathogenic Social Media Accounts
Pathogenic Social Media (PSM) accounts such as terrorist supporters expl...
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06/26/2018
Causal Inference for Early Detection of Pathogenic Social Media Accounts
Pathogenic social media accounts such as terrorist supporters exploit co...
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12/25/2017
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression
High-order parametric models that include terms for feature interactions...
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05/30/2017
Semi-Supervised Learning for Detecting Human Trafficking
Human trafficking is one of the most atrocious crimes and among the chal...
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07/29/2016
A Non-Parametric Learning Approach to Identify Online Human Trafficking
Human trafficking is among the most challenging law enforcement problems...
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07/28/2016