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Russell Tsuchida

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

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Feb 14, 2024
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Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems

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Feb 13, 2024
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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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Earth Movers in The Big Data Era: A Review of Optimal Transport in Machine Learning

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May 08, 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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Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning

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Oct 11, 2022
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Gaussian Process Bandits with Aggregated Feedback

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Dec 24, 2021
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Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks

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Feb 22, 2020
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Richer priors for infinitely wide multi-layer perceptrons

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Nov 29, 2019
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Exchangeability and Kernel Invariance in Trained MLPs

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Oct 27, 2018
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