Nishiyama, Yu

5 publications

MLJ 2020 Model-Based Kernel Sum Rule: Kernel Bayesian Inference with Probabilistic Models Yu Nishiyama, Motonobu Kanagawa, Arthur Gretton, Kenji Fukumizu

JMLR 2016 Characteristic Kernels and Infinitely Divisible Distributions Yu Nishiyama, Kenji Fukumizu

AISTATS 2016 The Nonparametric Kernel Bayes Smoother Yu Nishiyama, Amir Afsharinejad, Shunsuke Naruse, Byron Boots, Le Song

AAAI 2014 Monte Carlo Filtering Using Kernel Embedding of Distributions Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu

UAI 2012 Hilbert Space Embeddings of POMDPs Yu Nishiyama, Abdeslam Boularias, Arthur Gretton, Kenji Fukumizu