발행물

전체 논문

150

21

Probabilistic Programs with Stochastic Conditioning.
David Tolpin, Yuan Zhou, Tom Rainforth, Hongseok Yang
ICML 2021, 2021.07

22

Specification and Space Complexity of Collaborative Text Editing
Hagit Attiya, Sebastian Burckhardt, Alexey Gotsman, Adam Morrison, Hongseok Yang, Marek Zawirski
Theoretical Computer Science, 2021.02

23

Adaptive Strategy for Resetting a Non-stationary Markov Chain during Learning via Joint Stochastic Approximation
Hyunsu Kim, Juho Lee, Hongseok Yang
AABI, 2021

24

A Generalization of Hierarchical Exchangeability on Trees to Directed Acyclic Graphs
Paul Jung, Jiho Lee, Sam Staton, Hongseok Yang
Annales Henri Lebesgue, 2021

25

On Correctness of Automatic Differentiation for Non-Differentiable Functions
Wonyeol Lee, Hangyeol Yu, Xavier Rival, Hongseok Yang
NeurIPS 2020, 2020.12

26

Bayesian Policy Search for Stochastic Domains
David Tolpin, Yuan Zhou, Hongseok Yang
PROBPROG 2020, 2020.10

27

Variational Inference for Sequential Data with Future Likelihood Estimates
Geon-Hyeong Kim, Youngsoo Jang, Hongseok Yang, Kee-Eung Kim
ICML 2020, 2020.07

28

Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support
Yuan Zhou, Hongseok Yang, Yee Whye Teh, Tom Rainforth
ICML 2020, 2020.07

29

Stochastically Differentiable Probabilistic Programs
David Tolpin, Yuan Zhou, Hongseok Yang
Unpublished Archive Paper, 2020.03

30

Differentiable Algorithm for Marginalising Changepoints
Hyoungjin Lim, Gwonsoo Che, Wonyeol Lee, Hongseok Yang
AAAI 2020, 2020.02