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职业迁徙
个人简介
My research focuses on using machine learning to support decision-making in business. I'm interested in operational problems and applications such as fraud detection, credit scoring, maintenance optimization, etc. Broadly, I have worked on:
Causal inference and prescriptive analytics: learning the causal effects of possible interventions from observational data to improve decision-making.
Decision-focused and cost-sensitive learning: improving machine learning models by aligning their optimization to the decision-making context.
Causal inference and prescriptive analytics: learning the causal effects of possible interventions from observational data to improve decision-making.
Decision-focused and cost-sensitive learning: improving machine learning models by aligning their optimization to the decision-making context.
研究兴趣
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arxiv(2024)
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DECISION SUPPORT SYSTEMS (2024): 114151
International Journal of Production Economics (2023): 108798-108798
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D-Core
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