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Generalization Error Bound for Hyperbolic Ordinal Embedding


May 21, 2021
Atsushi Suzuki , Atsushi Nitanda , Jing Wang , Linchuan Xu , Marc Cavazza , Kenji Yamanishi


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Detecting Hierarchical Changes in Latent Variable Models


Nov 23, 2020
Shintaro Fukushima , Kenji Yamanishi

* 12pages, Accepted to 20th IEEE International Conference on Data Mining (ICDM2020) 

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Word2vec Skip-gram Dimensionality Selection via Sequential Normalized Maximum Likelihood


Aug 25, 2020
Pham Thuc Hung , Kenji Yamanishi


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A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification


Jul 31, 2020
Linchuan Xu , Jun Huang , Atsushi Nitanda , Ryo Asaoka , Kenji Yamanishi


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Online Robust and Adaptive Learning from Data Streams


Jul 23, 2020
Shintaro Fukushima , Atsushi Nitanda , Kenji Yamanishi

* 25 pages 

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Mixture Complexity and Its Application to Gradual Clustering Change Detection


Jul 15, 2020
Shunki Kyoya , Kenji Yamanishi


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Descriptive Dimensionality and Its Characterization of MDL-based Learning and Change Detection


Oct 25, 2019
Kenji Yamanishi


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Adaptive Minimax Regret against Smooth Logarithmic Losses over High-Dimensional $\ell_1$-Balls via Envelope Complexity


Oct 14, 2018
Kohei Miyaguchi , Kenji Yamanishi


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