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Gianluca Bontempi

Physically Interpretable Probabilistic Domain Characterization

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Nov 22, 2024
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PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation with Devito

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Nov 19, 2024
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A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling

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Dec 12, 2023
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A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection

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Nov 30, 2023
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Between accurate prediction and poor decision making: the AI/ML gap

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Oct 03, 2023
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Uplift vs. predictive modeling: a theoretical analysis

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Sep 21, 2023
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Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives

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Jul 03, 2023
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Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment

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Nov 14, 2022
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Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production

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Jul 20, 2021
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Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization

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Apr 20, 2018
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