Yongxin Chen
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Papers

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Dissertation

Journal papers

  • Pediatric Sarcoma Data Forms a Unique Cluster Measured via the Earth Mover's Distance
    Y. Chen, F. D. Cruz, R. Sandhu, A. Kung, P. Mundi, J. Deasy, and A. Tannenbaum
    Scientific Reports, 7, article number: 7035, 2017.

Preprints

Conference papers

  • Matricial Wasserstein-1 Distance
    Y. Chen, T. T. Georgiou, L. Ning, and A. Tannenbaum
    56th IEEE Conference on Decision and Control, Melbourne, Australia, 2017.

  • Brain Parcellation and Connectivity Mapping using Wasserstein Geometry
    H. Farooq, Y. Chen, T.T. Georgiou, and C. Lenglet
    20th International Conference on Medical Image Computing and Computer Assisted Intervention, 2017.

  • Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature
    Y. Chen, J. H. Oh, R. Sandhu, S. Lee, J.O. Deasy, and A. Tannenbaum
    IEEE International Conference on Bioinformatics and Biomedicine, 2016.

  • A new approach to robust transportation over networks
    Y. Chen, T. T. Georgiou, M. Pavon, and A. Tannenbaum
    in Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, NV, USA, 2016.

  • Some geometric ideas for feature enhancement of diffusion tensor fields
    H. Farooq, Y. Chen, T.T. Georgiou, and C. Lenglet
    in Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, NV, USA, 2016.

  • Characterizing the Positive Semidefiniteness of Weighted Laplacians via Generalized Effective Resistances
    W. Chen, J. Liu, Y. Chen, S.Z. Khong, D. Wang, T. Basar, L. Qiu, and K. H. Johansson
    in Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, NV, USA, 2016.

  • An alternating minimization algorithm for structured covariance completion problems
    A. Zare, Y. Chen, M. R. Jovanovic and T. T. Georgiou
    in the 22nd International Symposium on Mathematical Theory of Networks and Systems, Minneapolis, MN, USA, 2016.

  • Stochastic control, entropic interpolation and gradient flows on Wasserstein product spaces
    Y. Chen, T. T. Georgiou, and M. Pavon
    in the 22nd International Symposium on Mathematical Theory of Networks and Systems, Minneapolis, MN, USA, 2016.

  • Noncommutative Sinkhorn theorem and generalizations
    Y. Chen, T. T. Georgiou, and M. Pavon
    in the 22nd International Symposium on Mathematical Theory of Networks and Systems, Minneapolis, MN, USA, 2016.

  • Optimal steering of ensembles
    Y. Chen, T. T. Georgiou, and M. Pavon
    in the 22nd International Symposium on Mathematical Theory of Networks and Systems, Minneapolis, MN, USA, 2016.

  • On the definiteness of graph Laplacians with negative weights: Geometrical and passivity-based approaches
    Y. Chen, S. Z. Khong, and T. T. Georgiou
    in Proceedings of the 2016 American Control Conference, Boston, MA, USA, 2016.

  • Steering state statistics with output feedback
    Y. Chen, T. T. Georgiou, and M. Pavon
    in Proceedings of the 54th IEEE Conference on Decision and Control, Osaka, Japan, 2015.

  • Optimal control of the state statistics for a linear stochastic system
    Y. Chen, T. T. Georgiou, and M. Pavon
    in Proceedings of the 54th IEEE Conference on Decision and Control, Osaka, Japan, 2015.

  • Optimal mass transport over bridges
    Y. Chen, T. T. Georgiou, and M. Pavon
    in Proceedings of the 2nd Conference on Geometric Science of Information, Paris, France, 2015.

  • Optimal steering of inertial particles diffusing anisotropically with losses
    Y. Chen, T. T. Georgiou, and M. Pavon
    in Proceedings of the 2015 American Control Conference, Chicago, IL, USA, 2015.

  • The flatness of power spectral zeros and their significance in quadratic estimation
    Y. Chen and T. T. Georgiou
    in Proceedings of the 53rd IEEE Conference on Decision and Control , Los Angeles, CA, USA, 2014.

  • The role of past and future in estimation and the reversibility of stochastic processes
    Y. Chen, J. Karlsson, and T. T. Georgiou
    in Proceedings of the 21st International Symposium on Mathematical Theory of Networks and Systems, Groningen, The Netherlands, 2014.

  • State covariances and the matrix completion problem
    Y. Chen, M. R. Jovanovic, and T. T. Georgiou
    in Proceedings of the 52nd IEEE Conference on Decision and Control , Florence, Italy, 2013.