26 citations · 39 across the 18 of their papers we have counts for
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stat.ML2020★ 5 cited
Regularised Least-Squares Regression with Infinite-Dimensional Output Space
Junhyunng Park, Krikamol Muandet
This short technical report presents some learning theory results on vector-valued reproducing kernel Hilbert space (RKHS) regression, where the input space is allowed to be non-co…
cs.LG2020★ 26 cited
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings
Junhyung Park, Krikamol Muandet
We present an operator-free, measure-theoretic approach to the conditional mean embedding (CME) as a random variable taking values in a reproducing kernel Hilbert space. While the…