1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ML2020★ 1 cited
Approximate Inference for Spectral Mixture Kernel
Yohan Jung, Kyungwoo Song, Jinkyoo Park
A spectral mixture (SM) kernel is a flexible kernel used to model any stationary covariance function. Although it is useful in modeling data, the learning of the SM kernel is gener…
cs.LG2020
Implicit Kernel Attention
Kyungwoo Song, Yohan Jung, Dongjun Kim +1
\textit{Attention} computes the dependency between representations, and it encourages the model to focus on the important selective features. Attention-based models, such as Transf…
cs.LG2020
Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering
Yohan Jung, Jinkyoo Park
Hidden Markov Model (HMM) combined with Gaussian Process (GP) emission can be effectively used to estimate the hidden state with a sequence of complex input-output relational obser…