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20152023
most citedAdaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality

56 citations · 205 across the 38 of their papers we have counts for

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stat.CO2015

Approximation method for discrete Markov decision models with a large state space

Masaaki Imaizumi

To solve discrete Markov decision models with a large number of dimensions is always difficult (and at times, impossible), because size of state space and computation cost increase…

stat.ML2015★ 19 cited

Doubly Decomposing Nonparametric Tensor Regression

Masaaki Imaizumi, Kohei Hayashi

Nonparametric extension of tensor regression is proposed. Nonlinearity in a high-dimensional tensor space is broken into simple local functions by incorporating low-rank tensor dec…