Hongseok Yang
KAIST
H-index: 47
Asia-South Korea
Top articles of Hongseok Yang
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
Advances in Neural Information Processing Systems
2024/2/13
Hongseok Yang
H-Index: 29
Kee-Eung Kim
H-Index: 20
Probabilistic programming interfaces for random graphs: Markov categories, graphons, and nominal sets
Proceedings of the ACM on Programming Languages
2024/1/5
An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network
arXiv preprint arXiv:2312.03386
2023/12/6
Taeyoung Kim
H-Index: 31
Hongseok Yang
H-Index: 29
Learning Symmetrization for Equivariance with Orbit Distance Minimization
arXiv preprint arXiv:2311.07143
2023/11/13
Regularizing towards soft equivariance under mixed symmetries
2023/7/3
Hongseok Yang
H-Index: 29
Juho Lee
H-Index: 1
Over-parameterised shallow neural networks with asymmetrical node scaling: global convergence guarantees and feature learning
arXiv preprint arXiv:2302.01002
2023/2/2
Francois Caron
H-Index: 6
Fadhel Ayed
H-Index: 3
Paul Jung
H-Index: 6
Juho Lee
H-Index: 1
Hongseok Yang
H-Index: 29
Smoothness analysis for probabilistic programs with application to optimised variational inference
Proceedings of the ACM on Programming Languages
2023/1/9
Wonyeol Lee
H-Index: 5
Hongseok Yang
H-Index: 29
Semantics of higher-order probabilistic programs with continuous distributions
Proceedings of the ACM on Programming Languages
2019/12/20
Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility
Journal of Machine Learning Research
2023
Fadhel Ayed
H-Index: 3
Paul Jung
H-Index: 6
Juho Lee
H-Index: 1
Hongseok Yang
H-Index: 29
Francois Caron
H-Index: 6
Alpha-stable convergence of heavy-/light-tailed infinitely wide neural networks
Advances in Applied Probability
2023
Lobsdice: Offline learning from observation via stationary distribution correction estimation
Advances in Neural Information Processing Systems
2022/12/6
Geon-Hyeong Kim
H-Index: 2
Jongmin Lee
H-Index: 2
Youngsoo Jang
H-Index: 2
Hongseok Yang
H-Index: 29
Kee-Eung Kim
H-Index: 20
Learning symmetric rules with SATNet
Advances in Neural Information Processing Systems
2022/12/6
Hongseok Yang
H-Index: 29
DemoDice: Offline imitation learning with supplementary imperfect demonstrations
2021/10/6
Geon-Hyeong Kim
H-Index: 2
Jongmin Lee
H-Index: 2
Wonseok Jeon
H-Index: 3
Hongseok Yang
H-Index: 29
Kee-Eung Kim
H-Index: 20
Scale mixtures of neural network Gaussian processes
arXiv preprint arXiv:2107.01408
2021/7/3
Hongseok Yang
H-Index: 29
Juho Lee
H-Index: 1
Probabilistic programs with stochastic conditioning
2021/7/1
Meta-learning an inference algorithm for probabilistic programs
arXiv preprint arXiv:2103.00737
2021/3/1
Hongseok Yang
H-Index: 29
A generalization of hierarchical exchangeability on trees to directed acyclic graphs
Annales Henri Lebesgue
2021
Bayesian Policy Search for Stochastic Domains
arXiv preprint arXiv:2010.00284
2020/10/1
Yuan Zhou
H-Index: 16
Hongseok Yang
H-Index: 29
Differentiable Algorithm for Marginalising Changepoints
Proceedings of the AAAI Conference on Artificial Intelligence
2020/4/3
Wonyeol Lee
H-Index: 5
Hongseok Yang
H-Index: 29
Stochastically Differentiable Probabilistic Programs
arXiv preprint arXiv:2003.00704
2020/3/2
Yuan Zhou
H-Index: 16
Hongseok Yang
H-Index: 29
Co-Authors
