Publications

33 / 3,604 publications found.


  •  Zhuzhunashvili, D., Knyazev, A., "Preconditioned Spectral Clustering for Stochastic Block Partition Streaming Graph Challenge", IEEE HPEC Graph Challenge, DOI: 10.1109/​HPEC.2017.8091045, September 2017, pp. 1-6.
    BibTeX TR2017-131 PDF
    • @inproceedings{Zhuzhunashvili2017sep,
    • author = {Zhuzhunashvili, David and Knyazev, Andrew},
    • title = {Preconditioned Spectral Clustering for Stochastic Block Partition Streaming Graph Challenge},
    • booktitle = {IEEE HPEC Graph Challenge},
    • year = 2017,
    • pages = {1--6},
    • month = sep,
    • doi = {10.1109/HPEC.2017.8091045},
    • url = {https://www.merl.com/publications/TR2017-131}
    • }
  •  Knyazev, A., Malyshev, A., "Preconditioned warm-started Newton-Krylov methods for MPC with discontinuous control", SIAM Conference on Control and its Applications, July 2017.
    BibTeX TR2017-104 PDF
    • @inproceedings{Knyazev2017jul,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Preconditioned warm-started Newton-Krylov methods for MPC with discontinuous control},
    • booktitle = {SIAM Conference on Control and its Applications},
    • year = 2017,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2017-104}
    • }
  •  Knyazev, A., Gadde, A., Mansour, H., Tian, D., "A Brief Theory of Guided Signal Reconstruction", International Conference on Sampling Theory and Applications (SampTA), July 2017.
    BibTeX TR2017-088 PDF
    • @inproceedings{Knyazev2017jul3,
    • author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
    • title = {A Brief Theory of Guided Signal Reconstruction},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2017,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2017-088}
    • }
  •  Knyazev, A., Malyshev, A., "Signal reconstruction via operator guiding", International Conference on Sampling Theory and Applications (SampTA), July 2017.
    BibTeX TR2017-087 PDF
    • @inproceedings{Knyazev2017jul2,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Signal reconstruction via operator guiding},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2017,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2017-087}
    • }
  •  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.
    BibTeX TR2017-078 PDF
    • @inproceedings{Knyazev2017jun,
    • author = {Knyazev, Andrew},
    • title = {Recent implementations, applications, and extensions of the Locally Optimal Block Preconditioned Conjugate Gradient method (LOBPCG)},
    • booktitle = {Householder Symposium on Numerical Linear Algebra},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-078}
    • }
  •  Knyazev, A., Malyshev, A., "Least squares dynamics in Newton-Krylov Model Predictive Control", American Control Conference (ACC), DOI: 10.23919/​ACC.2017.7963737, May 2017.
    BibTeX TR2017-065 PDF
    • @inproceedings{Knyazev2017may,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Least squares dynamics in Newton-Krylov Model Predictive Control},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7963737},
    • url = {https://www.merl.com/publications/TR2017-065}
    • }
  •  Knyazev, A., Malyshev, A., "Recent Advances in Newton-Krylov Methods for NMPC", SIAM Conference on Optimization, May 2017.
    BibTeX SIAM
    • @inproceedings{Knyazev2017may2,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Recent Advances in Newton-Krylov Methods for NMPC},
    • booktitle = {SIAM Conference on Optimization},
    • year = 2017,
    • month = may,
    • url = {https://meetings.siam.org/sess/dsp_talk.cfm?p=85588}
    • }
  •  Knyazev, A., Gadde, A., Mansour, H., Tian, D., "Guided Signal Reconstruction Theory", arXiv, February 2017.
    BibTeX arXiv
    • @article{Knyazev2017feb,
    • author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
    • title = {Guided Signal Reconstruction Theory},
    • journal = {arXiv},
    • year = 2017,
    • month = feb,
    • url = {https://arxiv.org/abs/1702.00852}
    • }
  •  Knyazev, A., "Signed Laplacian for Spectral Clustering Revisited", arXiv, January 2017.
    BibTeX arXiv
    • @article{Knyazev2017jan,
    • author = {Knyazev, Andrew},
    • title = {Signed Laplacian for Spectral Clustering Revisited},
    • journal = {arXiv},
    • year = 2017,
    • month = jan,
    • url = {https://arxiv.org/abs/1701.01394}
    • }
  •  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.
    BibTeX TR2017-004 PDF
    • @article{Zhu2017jan,
    • author = {Zhu, Peizhen and Knyazev, Andrew},
    • title = {Rayleigh-Ritz Majorization Error Bounds of the Mixed Type},
    • journal = {SIAM Journal on Matrix Analysis and Applications},
    • year = 2017,
    • volume = 38,
    • number = 1,
    • pages = {30--49},
    • month = jan,
    • doi = {10.1137/16M1058121},
    • url = {https://www.merl.com/publications/TR2017-004}
    • }
  •  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.
    BibTeX TR2016-165 PDF
    • @article{Vecharynski2016dec,
    • author = {Vecharynski, Eugene and Knyazev, Andrew},
    • title = {Preconditioned steepest descent-like methods for symmetric indefinite systems},
    • journal = {Linear Algebra and its Applications},
    • year = 2016,
    • volume = 511,
    • pages = {274--295},
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-165}
    • }
  •  Knyazev, A., Gao, Q., Teo, K.H., "Multi-exponential Lifetime Extraction in Time-logarithmic Scale", Industrial Conference on Data Mining (ICDM), DOI: 10.1007/​978-3-319-41561-1_21, July 2016, vol. 9728, pp. 282-296.
    BibTeX TR2016-062 PDF
    • @inproceedings{Knyazev2016jul2,
    • author = {Knyazev, Andrew and Gao, Qun and Teo, Koon Hoo},
    • title = {Multi-exponential Lifetime Extraction in Time-logarithmic Scale},
    • booktitle = {Industrial Conference on Data Mining (ICDM)},
    • year = 2016,
    • volume = 9728,
    • pages = {282--296},
    • month = jul,
    • doi = {10.1007/978-3-319-41561-1_21},
    • url = {https://www.merl.com/publications/TR2016-062}
    • }
  •  Knyazev, A., Malyshev, A., "Sparse Preconditioning for Model Predictive Control", American Control Conference (ACC), DOI: 10.1109/​ACC.2016.7526060, July 2016, pp. 4494-4499.
    BibTeX TR2016-046 PDF
    • @inproceedings{Knyazev2016jul,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Sparse Preconditioning for Model Predictive Control},
    • booktitle = {American Control Conference (ACC)},
    • year = 2016,
    • pages = {4494--4499},
    • month = jul,
    • doi = {10.1109/ACC.2016.7526060},
    • url = {https://www.merl.com/publications/TR2016-046}
    • }
  •  Raghunathan, A.U., Knyazev, A., "Degeneracy in Maximal Clique Decomposition for Semidefinite Programs", American Control Conference (ACC), DOI: 10.1109/​ACC.2016.7526549, July 2016, pp. 5605-5611.
    BibTeX TR2016-040 PDF
    • @inproceedings{Raghunathan2016jul,
    • author = {Raghunathan, Arvind and Knyazev, Andrew},
    • title = {Degeneracy in Maximal Clique Decomposition for Semidefinite Programs},
    • booktitle = {American Control Conference (ACC)},
    • year = 2016,
    • pages = {5605--5611},
    • month = jul,
    • doi = {10.1109/ACC.2016.7526549},
    • url = {https://www.merl.com/publications/TR2016-040}
    • }
  •  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.
    BibTeX TR2016-068 PDF
    • @inproceedings{Knyazev2016jun,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Accelerated Graph-based Nonlinear Denoising Filters},
    • booktitle = {International Conference on Computational Science (ICCS)},
    • year = 2016,
    • volume = 80,
    • pages = {607--616},
    • month = jun,
    • doi = {10.1016/j.procs.2016.05.348},
    • url = {https://www.merl.com/publications/TR2016-068}
    • }
  •  Knyazev, A., Zhu, P., Di Cairano, S., "Explicit Model Predictive Control Accuracy Analysis", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2015.7402565, December 2015, pp. 2389-2394.
    BibTeX TR2015-149 PDF
    • @inproceedings{Knyazev2015dec3,
    • author = {Knyazev, A. and Zhu, P. and {Di Cairano}, S.},
    • title = {Explicit Model Predictive Control Accuracy Analysis},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2015,
    • pages = {2389--2394},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC.2015.7402565},
    • isbn = {978-1-4799-7884-7},
    • url = {https://www.merl.com/publications/TR2015-149}
    • }
  •  Gadde, A., Knyazev, A., Tian, D., Mansour, H., "Guided Signal Reconstruction with Application to Image Magnification", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/​GlobalSIP.2015.7418335, December 2015, pp. 938-942.
    BibTeX TR2015-141 PDF
    • @inproceedings{Gadde2015dec,
    • author = {Gadde, A. and Knyazev, A. and Tian, D. and Mansour, H.},
    • title = {Guided Signal Reconstruction with Application to Image Magnification},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {938--942},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418335},
    • url = {https://www.merl.com/publications/TR2015-141}
    • }
  •  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 TR2015-142 PDF
    • @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 = {https://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 TR2015-143 PDF
    • @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 = {https://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.
    BibTeX TR2015-156 PDF
    • @article{Argentati2015nov,
    • author = {Argentati, Merico E. and Knyazev, Andrew and Neymeyr, Klaus and Ovtchinnikov, Evgueni E. and Zhou, Ming},
    • title = {Convergence Theory for Preconditioned Eigenvalue Solvers in a Nutshell},
    • journal = {Foundations of Computational Mathematics},
    • year = 2015,
    • volume = 17,
    • number = 3,
    • pages = {713--727},
    • month = nov,
    • url = {https://www.merl.com/publications/TR2015-156}
    • }
  •  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 TR2015-119 PDF
    • @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 = {https://www.merl.com/publications/TR2015-119}
    • }
  •  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, October 2015, vol. 48, pp. 126-131.
    BibTeX TR2015-118 PDF
    • @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 = {https://www.merl.com/publications/TR2015-118}
    • }
  •  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, September 2015, pp. 1-6.
    BibTeX TR2015-106 PDF
    • @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 = {https://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 TR2015-112 PDF
    • @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 = {https://www.merl.com/publications/TR2015-112}
    • }
  •  Knyazev, A., Fujii, Y., Malyshev, A., "Preconditioned Continuation Model Predictive Control", SIAM Conference on Control and Its Applications, DOI: 10.1137/​1.9781611974072.15, July 2015, pp. 101-108.
    BibTeX TR2015-084 PDF
    • @inproceedings{Knyazev2015jul,
    • author = {Knyazev, A. and Fujii, Y. and Malyshev, A.},
    • title = {Preconditioned Continuation Model Predictive Control},
    • booktitle = {SIAM Conference on Control and Its Applications},
    • year = 2015,
    • pages = {101--108},
    • month = jul,
    • doi = {10.1137/1.9781611974072.15},
    • isbn = {978-1-61197-407-2},
    • url = {https://www.merl.com/publications/TR2015-084}
    • }