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Loss function based second-order Jensen inequality and its application to particle variational inference


Jun 10, 2021
Futoshi Futami, Tomoharu Iwata, Naonori Ueda, Issei Sato, Masashi Sugiyama


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Translation Between Waves, wave2wave


Jul 20, 2020
Tsuyoshi Okita, Hirotaka Hachiya, Sozo Inoue, Naonori Ueda


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Anomaly Detection with Inexact Labels


Sep 11, 2019
Tomoharu Iwata, Machiko Toyoda, Shotaro Tora, Naonori Ueda


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Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information


Jun 21, 2019
Maya Okawa, Tomoharu Iwata, Takeshi Kurashima, Yusuke Tanaka, Hiroyuki Toda, Naonori Ueda

* KDD 19 

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Fully Neural Network based Model for General Temporal Point Processes


May 23, 2019
Takahiro Omi, Naonori Ueda, Kazuyuki Aihara


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Unsupervised Object Matching for Relational Data


Oct 24, 2018
Tomoharu Iwata, Naonori Ueda


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Finding Appropriate Traffic Regulations via Graph Convolutional Networks


Oct 23, 2018
Tomoharu Iwata, Takuma Otsuka, Hitoshi Shimizu, Hiroshi Sawada, Futoshi Naya, Naonori Ueda


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Few-shot learning of neural networks from scratch by pseudo example optimization


Jul 05, 2018
Akisato Kimura, Zoubin Ghahramani, Koh Takeuchi, Tomoharu Iwata, Naonori Ueda

* 14 pages, 2 figures, will be presented at BMVC2018 

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Partial AUC Maximization via Nonlinear Scoring Functions


Jun 13, 2018
Naonori Ueda, Akinori Fujino

* 9pages, 2 tables 

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Single-epoch supernova classification with deep convolutional neural networks


Nov 30, 2017
Akisato Kimura, Ichiro Takahashi, Masaomi Tanaka, Naoki Yasuda, Naonori Ueda, Naoki Yoshida

* Published in: 2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW) 
* 7 pages, published as a workshop paper in ICDCS2017, in June 2017 

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Multi-output Polynomial Networks and Factorization Machines


Nov 04, 2017
Mathieu Blondel, Vlad Niculae, Takuma Otsuka, Naonori Ueda

* Published at NIPS 2017. 17 pages, including appendix 

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Higher-Order Factorization Machines


Oct 14, 2016
Mathieu Blondel, Akinori Fujino, Naonori Ueda, Masakazu Ishihata


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Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms


Jul 29, 2016
Mathieu Blondel, Masakazu Ishihata, Akinori Fujino, Naonori Ueda


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Collapsed Variational Bayes Inference of Infinite Relational Model


Sep 16, 2014
Katsuhiko Ishiguro, Issei Sato, Naonori Ueda


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