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Causal discovery from conditionally stationary time-series



Carles Balsells Rodas , Ruibo Tu , Hedvig Kjellstrom


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Advances in Variational Inference



Cheng Zhang , Judith Butepage , Hedvig Kjellstrom , Stephan Mandt


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Machine Learning and Social Robotics for Detecting Early Signs of Dementia



Patrik Jonell , Joseph Mendelson , Thomas Storskog , Goran Hagman , Per Ostberg , Iolanda Leite , Taras Kucherenko , Olga Mikheeva , Ulrika Akenine , Vesna Jelic , Alina Solomon , Jonas Beskow , Joakim Gustafson , Miia Kivipelto , Hedvig Kjellstrom


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Determinantal Point Processes for Mini-Batch Diversification



Cheng Zhang , Hedvig Kjellstrom , Stephan Mandt


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Diagnostic Prediction Using Discomfort Drawings



Cheng Zhang , Hedvig Kjellstrom , Bo C. Bertilson

* NIPS 2016 Workshop on Machine Learning for Health 

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Diagnostic Prediction Using Discomfort Drawings with IBTM



Cheng Zhang , Hedvig Kjellstrom , Carl Henrik Ek , Bo C. Bertilson

* Presented at 2016 Machine Learning and Healthcare Conference (MLHC 2016), Los Angeles, CA 

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Inter-Battery Topic Representation Learning



Cheng Zhang , Hedvig Kjellstrom , Carl Henrik Ek

* ECCV 2016 

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Factorized Topic Models



Cheng Zhang , Carl Henrik Ek , Andreas Damianou , Hedvig Kjellstrom

* ICLR 2013 

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Multi-Class Detection and Segmentation of Objects in Depth



Cheng Zhang , Hedvig Kjellstrom


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Visual Recognition of Isolated Swedish Sign Language Signs



Saad Akram , Jonas Beskow , Hedvig Kjellstrom


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