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Kyurae Kim

Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization

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Mar 19, 2025
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Personalized Convolutional Dictionary Learning of Physiological Time Series

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Mar 10, 2025
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Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization

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Jan 31, 2025
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Fully Bayesian Wideband Direction-of-Arrival Estimation and Detection via RJMCMC

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Dec 12, 2024
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Approximation-Aware Bayesian Optimization

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Jun 06, 2024
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Demystifying SGD with Doubly Stochastic Gradients

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Jun 03, 2024
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Stochastic Approximation with Biased MCMC for Expectation Maximization

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Feb 27, 2024
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Provably Scalable Black-Box Variational Inference with Structured Variational Families

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Jan 19, 2024
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Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing?

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Jul 27, 2023
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Black-Box Variational Inference Converges

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May 24, 2023
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