75 citations · 459 across the 65 of their papers we have counts for
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stat.ML2017★ 3 cited
Selective Inference for Change Point Detection in Multi-dimensional Sequences
Yuta Umezu, Ichiro Takeuchi
We study the problem of detecting change points (CPs) that are characterized by a subset of dimensions in a multi-dimensional sequence. A method for detecting those CPs can be form…
stat.ML2017
Stochastic Primal Dual Coordinate Method with Non-Uniform Sampling Based on Optimality Violations
Atsushi Shibagaki, Ichiro Takeuchi
We study primal-dual type stochastic optimization algorithms with non-uniform sampling. Our main theoretical contribution in this paper is to present a convergence analysis of Stoc…