20 citations · 30 across the 9 of their papers we have counts for
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cs.LG2023★ 1 cited
Analytical Conjugate Priors for Subclasses of Generalized Pareto Distributions
Masataro Asai
This article is written for pedagogical purposes aiming at practitioners trying to estimate the finite support of continuous probability distributions, i.e., the minimum and the ma…
cs.LG2019★ 5 cited
Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder
Masataro Asai, Hiroshi Kajino
While classical planning has been an active branch of AI, its applicability is limited to the tasks precisely modeled by humans. Fully automated high-level agents should be instead…
cs.LG2018
Set Cross Entropy: Likelihood-based Permutation Invariant Loss Function for Probability Distributions
Masataro Asai
We propose a permutation-invariant loss function designed for the neural networks reconstructing a set of elements without considering the order within its vector representation. U…