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Ole J. Mengshoel

Customized Graph Embedding: Tailoring the Embedding Vector to a Specific Application

Nov 21, 2019
Bitan Hou , Yujing Wang , Ming Zeng , Shan Jiang , Ole J. Mengshoel , Yunhai Tong , Jing Bai

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* 7+1pages, submitted to ECAI2020, the first three authors contributed equally to this paper, work was partially done when Bitan visited MSRA

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Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning

Nov 06, 2018
Ritchie Lee , Ole J. Mengshoel , Anshu Saksena , Ryan Gardner , Daniel Genin , Joshua Silbermann , Michael Owen , Mykel J. Kochenderfer

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* 28 pages, 13 figures

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Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention

Oct 07, 2018
Ming Zeng , Haoxiang Gao , Tong Yu , Ole J. Mengshoel , Helge Langseth , Ian Lane , Xiaobing Liu

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* The International Symposium on Wearable Computers (ISWC) 2018
* 8 pages. published in The International Symposium on Wearable Computers (ISWC) 2018

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SpectralLeader: Online Spectral Learning for Single Topic Models

Apr 26, 2018
Tong Yu , Branislav Kveton , Zheng Wen , Hung Bui , Ole J. Mengshoel

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* 17 pages, 2 figures

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Interpretable Categorization of Heterogeneous Time Series Data

Jan 26, 2018
Ritchie Lee , Mykel J. Kochenderfer , Ole J. Mengshoel , Joshua Silbermann

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* 9 pages, 5 figures, 2 tables, SIAM International Conference on Data Mining (SDM) 2018

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Semi-Supervised Convolutional Neural Networks for Human Activity Recognition

Jan 22, 2018
Ming Zeng , Tong Yu , Xiao Wang , Le T. Nguyen , Ole J. Mengshoel , Ian Lane

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* Accepted by BigData2017

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Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models

Nov 22, 2017
Bing Liu , Tong Yu , Ian Lane , Ole J. Mengshoel

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* Accepted at AAAI 2018

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