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Yao Xie

Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction

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Mar 18, 2025
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Flow-based generative models as iterative algorithms in probability space

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Feb 19, 2025
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Neural Spatiotemporal Point Processes: Trends and Challenges

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Feb 13, 2025
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Flow-based Conformal Prediction for Multi-dimensional Time Series

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Feb 08, 2025
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Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces

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Dec 29, 2024
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Spatial Conformal Inference through Localized Quantile Regression

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Dec 02, 2024
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Spatio-Temporal Conformal Prediction for Power Outage Data

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Nov 26, 2024
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Point processes with event time uncertainty

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Nov 05, 2024
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Local Flow Matching Generative Models

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Oct 03, 2024
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Posterior sampling via Langevin dynamics based on generative priors

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Oct 02, 2024
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