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Cheng Soon Ong

Squared families: Searching beyond regular probability models

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Mar 27, 2025
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Generalization Certificates for Adversarially Robust Bayesian Linear Regression

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Feb 20, 2025
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Indirect Query Bayesian Optimization with Integrated Feedback

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Dec 18, 2024
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Variational Search Distributions

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Sep 10, 2024
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Graphons of Line Graphs

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Sep 03, 2024
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Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families

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Feb 14, 2024
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Uncertainty Quantification of the Virial Black Hole Mass with Conformal Prediction

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Jul 11, 2023
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Squared Neural Families: A New Class of Tractable Density Models

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May 22, 2023
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Deep equilibrium models as estimators for continuous latent variables

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Nov 11, 2022
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Two-Stage Neural Contextual Bandits for Personalised News Recommendation

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Jun 26, 2022
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