Publications

155 / 2,354 publications found.


  •  Knyazev, A., "Recent implementations, applications, and extensions of the Locally Optimal Block Preconditioned Conjugate Gradient method (LOBPCG)", Householder Symposium on Numerical Linear Algebra, June 2017.
  •  Knyazev, A., Malyshev, A., "Signal reconstruction via operator guiding", Tech. Rep. TR2017-054, Mitsubishi Electric Research Laboratories, Cambridge, MA, May 2017.
    BibTeX Download PDFRead TR2017-054
    • @techreport{MERL_TR2017-054,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Signal reconstruction via operator guiding},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-054},
    • month = may,
    • year = 2017,
    • url = {http://www.merl.com/publications/TR2017-054/}
    • }
  •  Knyazev, A., "Signed Laplacian for Spectral Clustering Revisited", arXiv, January 2017.
    BibTeX Download PDFRead TR2017-001
    • @techreport{MERL_TR2017-001,
    • author = {Knyazev and A.},
    • title = {Signed Laplacian for Spectral Clustering Revisited},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2017-001},
    • month = jan,
    • year = 2017,
    • url = {http://www.merl.com/publications/TR2017-001/}
    • }
  •  Zhu, P., Knyazev, A., "Rayleigh-Ritz Majorization Error Bounds of the Mixed Type", SIAM Journal on Matrix Analysis and Applications, DOI: 10.1137/16M1058121, Vol. 38, No. 1, pp. 30-49, January 2017.
  •  Vecharynski, E., Knyazev, A., "Preconditioned steepest descent-like methods for symmetric indefinite systems", Linear Algebra and its Applications, Vol. 511, pp. 274-295, December 2016.
  •  Brand, M.E., Aksoylar, A., "Sharp images from freeform optics and extended light sources", OSA Frontiers in Optics, DOI: 10.1364/FIO.2016.FW5H.2, ISBN: 978-1-943580-19-4, October 2016.
  •  Knyazev, A., Malyshev, A., "Accelerated Graph-based Nonlinear Denoising Filters", International Conference on Computational Science (ICCS), DOI: 10.1016/j.procs.2016.05.348, June 2016, vol. 80, pp. 607-616.
  •  Waters, R.C., "MERL Annual Report 2016", Tech. Rep. TR2016-000, Mitsubishi Electric Research Laboratories, Cambridge, MA, June 2016.
    BibTeX Download PDFRead TR2016-000
    • @techreport{MERL_TR2016-000,
    • author = {Waters and R.C.},
    • title = {MERL Annual Report 2016},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2016-000},
    • month = jun,
    • year = 2016,
    • url = {http://www.merl.com/publications/TR2016-000/}
    • }
  •  Knyazev, A., "Edge-Enhancing Filters with Negative Weights", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418197, December 2015, pp. 260-264.
    BibTeX Download PDFRead TR2015-142
    • @inproceedings{Knyazev2015dec1,
    • author = {Knyazev, A.},
    • title = {Edge-Enhancing Filters with Negative Weights},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {260--264},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418197},
    • url = {http://www.merl.com/publications/TR2015-142}
    • }
  •  Knyazev, A.; Malyshev, A., "Conjugate Gradient Acceleration of Non-Linear Smoothing Filters", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418194, December 2015, pp. 245-249.
    BibTeX Download PDFRead TR2015-143
    • @inproceedings{Knyazev2015dec2,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Conjugate Gradient Acceleration of Non-Linear Smoothing Filters},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {245--249},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418194},
    • url = {http://www.merl.com/publications/TR2015-143}
    • }
  •  Argentati, M.E., Knyazev, A., Neymeyr, K., Ovtchinnikov, E.E., Zhou, M., "Convergence Theory for Preconditioned Eigenvalue Solvers in a Nutshell", Foundations of Computational Mathematics, Vol. 17, No. 3, pp. 713-727, November 2015.
  •  Knyazev, A.; Malyshev, A., "Continuation Model Predictive Control on Smooth Manifolds", IFAC Workshop on Control Applications of Optimization (CAO), DOI: 10.1016/j.ifacol.2015.11.071, ISSN: 2405-8963, October 2015, vol. 48, pp. 126-131.
    BibTeX Download PDFRead TR2015-118
    • @inproceedings{Knyazev2015oct1,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Continuation Model Predictive Control on Smooth Manifolds},
    • booktitle = {IFAC Workshop on Control Applications of Optimization (CAO)},
    • year = 2015,
    • volume = 48,
    • number = 25,
    • pages = {126--131},
    • month = oct,
    • publisher = {IFAC-PapersOnLine},
    • doi = {10.1016/j.ifacol.2015.11.071},
    • issn = {2405-8963},
    • url = {http://www.merl.com/publications/TR2015-118}
    • }
  •  Knyazev, A.; Malyshev, A., "Efficient Particle Continuation Model Predictive Control", IFAC Workshop on Control Applicaiton of Optimization, DOI: 10.1016/j.ifacol.2015.11.102, October 2015, vol. 48, pp. 287-291.
    BibTeX Download PDFRead TR2015-119
    • @inproceedings{Knyazev2015oct2,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Efficient Particle Continuation Model Predictive Control},
    • booktitle = {IFAC Workshop on Control Applicaiton of Optimization},
    • year = 2015,
    • volume = 48,
    • number = 25,
    • pages = {287--291},
    • month = oct,
    • doi = {10.1016/j.ifacol.2015.11.102},
    • url = {http://www.merl.com/publications/TR2015-119}
    • }
  •  Knyazev, A.; Malyshev, A., "Accelerated Graph-Based Spectral Polynomial Filters", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: 10.1109/MLSP.2015.7324315, ISSN: 1551-2541, September 2015, pp. 1-6.
    BibTeX Download PDFRead TR2015-106
    • @inproceedings{Knyazev2015sep1,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Accelerated Graph-Based Spectral Polynomial Filters},
    • booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
    • year = 2015,
    • pages = {1--6},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/MLSP.2015.7324315},
    • issn = {1551-2541},
    • url = {http://www.merl.com/publications/TR2015-106}
    • }
  •  Knyazev, A.; Malyshev, A., "Preconditioning for Continuation Model Predictive Control", IFAC Conference on Nonlinear Model Predictive Control, DOI: 10.1016/j.ifacol.2015.11.282, September 2015, vol. 48, pp. 191-196.
    BibTeX Download PDFRead TR2015-112
    • @inproceedings{Knyazev2015sep2,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Preconditioning for Continuation Model Predictive Control},
    • booktitle = {IFAC Conference on Nonlinear Model Predictive Control},
    • year = 2015,
    • volume = 48,
    • number = 23,
    • pages = {191--196},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.11.282},
    • url = {http://www.merl.com/publications/TR2015-112}
    • }
  •  Bouwmeester, H.; Dougherty, A.; Knyazev, A., "Nonsymmetric Preconditioning for Conjugate Gradient and Steepest Descent Methods", International Conference on Computational Science (ICCS), DOI: 10.1016/j.procs.2015.05.241, June 2015, vol. 51, pp. 276-285.
    BibTeX Download PDFRead TR2015-113
    • @inproceedings{Bouwmeester2015jun,
    • author = {Bouwmeester, H. and Dougherty, A. and Knyazev, A.},
    • title = {Nonsymmetric Preconditioning for Conjugate Gradient and Steepest Descent Methods},
    • booktitle = {International Conference on Computational Science (ICCS)},
    • year = 2015,
    • volume = 51,
    • pages = {276--285},
    • month = jun,
    • doi = {10.1016/j.procs.2015.05.241},
    • url = {http://www.merl.com/publications/TR2015-113}
    • }
  •  Waters, R.C., "MERL Annual Report 2015", merl.com, June 2015.
  •  Vecharynski, E.; Knyazev, A., "Preconditioned Locally Harmonic Residual Method for Computing Interior Eigenpairs of Certain Classes of Hermitian Matrices," Tech. Rep. TR2014-123, arXiv, November 2014.
    BibTeX Download PDFRead TR2014-123
    • @techreport{Vecharynski2014nov,
    • author = {Vecharynski, E. and Knyazev, A.},
    • title = {Preconditioned Locally Harmonic Residual Method for Computing Interior Eigenpairs of Certain Classes of Hermitian Matrices},
    • journal = {arXiv},
    • year = 2014,
    • month = nov,
    • url = {http://www.merl.com/publications/TR2014-123}
    • }
  •  Tian, D.; Knyazev, A.; Mansour, H.; Vetro, A., "Chebyshev and Conjugate Gradient Filters for Graph Image Denoising", IEEE International Conference on Multimedia and Expo Workshops (ICMEW), DOI: 10.1109/ICMEW.2014.6890711, ISSN: 1945-7871, July 2014, pp. 1-6.
    BibTeX Download PDFRead TR2014-062
    • @inproceedings{Tian2014jul,
    • author = {Tian, D. and Knyazev, A. and Mansour, H. and Vetro, A.},
    • title = {Chebyshev and Conjugate Gradient Filters for Graph Image Denoising},
    • booktitle = {IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
    • year = 2014,
    • pages = {1--6},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ICMEW.2014.6890711},
    • issn = {1945-7871},
    • url = {http://www.merl.com/publications/TR2014-062}
    • }
  •  Waters, R.C., "MERL Annual Report", Tech. Rep. TR2014-000, Mitsubishi Electric Research Laboratories, Cambridge, MA, May 2014.
    BibTeX Download PDFRead TR2014-000
    • @techreport{MERL_TR2014-000,
    • author = {Waters and R.C.},
    • title = {MERL Annual Report},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2014-000},
    • month = may,
    • year = 2014,
    • url = {http://www.merl.com/publications/TR2014-000/}
    • }