Machine Learning

Simulation-based Real-time Production Control

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Modeling Flow of Resources in a Supply Chain

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Improving Shape Awareness and Interpretability in Deep Networks

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Cyber Risk Loss Distribution Model of Client-Server Networks

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Gaussian Process Modeling for Heterogeneous Functions

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Independent Audit and Assessment Framework for AI Systems

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Enhancing Fairness Through Aleatoric Uncertainty

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Exploiting Class Probabilities for Black-Box Sentence-Level Attacks

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Methods and Systems for Detecting Disinformation Generated by Large Language Models

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Adversarial Text Purification: Large Language Model Approach for Defense

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