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Xuhui Fan

Marked Temporal Bayesian Flow Point Processes

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Oct 25, 2024
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Learning Coupled Subspaces for Multi-Condition Spike Data

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Oct 24, 2024
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Federated Neural Nonparametric Point Processes

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Oct 08, 2024
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Nonstationary Sparse Spectral Permanental Process

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Oct 04, 2024
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TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes

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Jul 23, 2024
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ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks

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May 24, 2024
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Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation

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May 19, 2024
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FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification

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Apr 24, 2024
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Bayesian Federated Learning: A Survey

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Apr 26, 2023
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Free-Form Variational Inference for Gaussian Process State-Space Models

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Feb 20, 2023
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