基本信息
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职业迁徙
个人简介
RESEARCH INTERESTS
My research spans different aspects of data science, including machine learning, causal inference, graph mining, network science, and privacy. My research goal is to unify these aspects in a single framework that allows us to reason better with data and solve important societal problems. I am especially interested in algorithms for heterogeneous graphs and networks, with focus on the following goals:
Identify and resolve barriers to causal inference from relational data for real-world applications
Improve machine learning models by addressing inherent biases in (found) data
Empower people in their privacy choices through personalized privacy assistants
My research spans different aspects of data science, including machine learning, causal inference, graph mining, network science, and privacy. My research goal is to unify these aspects in a single framework that allows us to reason better with data and solve important societal problems. I am especially interested in algorithms for heterogeneous graphs and networks, with focus on the following goals:
Identify and resolve barriers to causal inference from relational data for real-world applications
Improve machine learning models by addressing inherent biases in (found) data
Empower people in their privacy choices through personalized privacy assistants
研究兴趣
论文共 82 篇作者统计合作学者相似作者
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Andrew Wentzel, Lauren Levine, Vipul Dhariwal, Zarah Fatemi, Abarai Bhattacharya,Barbara Di Eugenio,Andrew Rojecki,Elena Zheleva,G. Elisabeta Marai
Computer Graphics Forum (2024)
Travel Behaviour and Society (2024): 100789
ACM Transactions on Recommender Systems (2024)
Frontiers in Big Data (2023): 1128649
JOURNAL OF MEDICAL INTERNET RESEARCH (2023)
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CoRR (2023)
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Andrew Wentzel, Lauren Levine,Vipul Dhariwal,Zahra Fatemi, Abari Bhattacharya,Barbara Di Eugenio,Andrew Rojecki,Elena Zheleva,G. Elisabeta Marai
2023 IEEE VIS WORKSHOP ON VISUALIZATION FOR PANDEMIC AND EMERGENCY RESPONSES, VIS4PANDEMRES (2023): 15-19
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