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Expert-guided Regularization via Distance Metric Learning


Dec 09, 2019
Shouvik Mani, Mehdi Maasoumy, Sina Pakazad, Henrik Ohlsson

* Learning with Rich Experience (LIRE) Workshop, NeurIPS 2019 

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Finding sparse solutions of systems of polynomial equations via group-sparsity optimization


Jul 16, 2014
Fabien Lauer, Henrik Ohlsson

* Journal of Global Optimization (2014) to appear 

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Sparse phase retrieval via group-sparse optimization


Feb 24, 2014
Fabien Lauer, Henrik Ohlsson


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Robust Subspace System Identification via Weighted Nuclear Norm Optimization


Dec 07, 2013
Dorsa Sadigh, Henrik Ohlsson, S. Shankar Sastry, Sanjit A. Seshia

* Submitted to the IFAC World Congress 2014 

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Scalable Anomaly Detection in Large Homogenous Populations


Sep 20, 2013
Henrik Ohlsson, Tianshi Chen, Sina Khoshfetrat Pakazad, Lennart Ljung, S. Shankar Sastry


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Compressive Shift Retrieval


Aug 03, 2013
Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, S. Shankar Sastry

* Submitted to IEEE Transactions on Signal Processing. Accepted to the 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 2013 

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Quadratic Basis Pursuit


Feb 09, 2013
Henrik Ohlsson, Allen Y. Yang, Roy Dong, Michel Verhaegen, S. Shankar Sastry


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A Probabilistic Perspective on Gaussian Filtering and Smoothing


Jun 08, 2011
Marc Peter Deisenroth, Henrik Ohlsson

* 14 pages. Extended version of conference paper (ACC 2011) 

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