- 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}
- }