Jisu Oh

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20212023

most citedMarkov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients

3 citations · 5 across the 5 of their papers we have counts for

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math.AP2022

Dirichlet problems for second order linear elliptic equations with $L^{1}$ -data

Hyunseok Kim, Jisu Oh

We consider the Dirichlet problems for second order linear elliptic equations in non-divergence and divergence forms on a bounded domain $Ω$ in $R^{n}$ , $n \geq 2$ : $$ -\sum_…

cs.LG2022★ 3 cited

Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients

Kyurae Kim, Jisu Oh, Jacob R. Gardner +2

Minimizing the inclusive Kullback-Leibler (KL) divergence with stochastic gradient descent (SGD) is challenging since its gradient is defined as an integral over the posterior. Rec…

Dirichlet problems for second order linear elliptic equations with L1-data

Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients

Dirichlet problems for second order linear elliptic equations with $L^{1}$ -data