- Kolesov, G., Lin, C., Kojima, K., Knyazev, A., Katz, J., "Band Alignment in Quantum Wells from Automatically Tuned DFT+U", Physical Chemistry Chemical Physics, No. 11, March 2019.
BibTeX TR2019-030 PDF- @article{Kolesov2019mar,
- author = {Kolesov, Grigory and Lin, Chungwei and Kojima, Keisuke and Knyazev, Andrew and Katz, Joseph},
- title = {{Band Alignment in Quantum Wells from Automatically Tuned DFT+U}},
- journal = {Physical Chemistry Chemical Physics},
- year = 2019,
- number = 11,
- month = mar,
- url = {https://www.merl.com/publications/TR2019-030}
- }
- Malyshev, A., Quirynen, R., Knyazev, A., "Preconditioned Krylov iterations and condensing in interior point MPC method", IFAC Conference on Nonlinear Model Predictive Control (NMPC), DOI: 10.1016/j.ifacol.2018.11.064, August 2018, vol. 51, pp. 388-393.
BibTeX TR2018-121 PDF- @inproceedings{Malyshev2018aug2,
- author = {Malyshev, Alexander and Quirynen, Rien and Knyazev, Andrew},
- title = {{Preconditioned Krylov iterations and condensing in interior point MPC method}},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control (NMPC)},
- year = 2018,
- volume = 51,
- number = 20,
- pages = {388--393},
- month = aug,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2018.11.064},
- url = {https://www.merl.com/publications/TR2018-121}
- }
- Malyshev, A., Quirynen, R., Knyazev, A., "Preconditioning of conjugate gradient iterations in interior point MPC method", IFAC Conference on Nonlinear Model Predictive Control (NMPC), DOI: 10.1016/j.ifacol.2018.11.065, August 2018, vol. 51, pp. 394-399.
BibTeX TR2018-120 PDF- @inproceedings{Malyshev2018aug,
- author = {Malyshev, Alexander and Quirynen, Rien and Knyazev, Andrew},
- title = {{Preconditioning of conjugate gradient iterations in interior point MPC method}},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control (NMPC)},
- year = 2018,
- volume = 51,
- number = 20,
- pages = {394--399},
- month = aug,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2018.11.065},
- url = {https://www.merl.com/publications/TR2018-120}
- }
- Quirynen, R., Knyazev, A., Di Cairano, S., "Projected Preconditioning within a Block-Sparse Active-Set Method for MPC", IFAC Conference on Nonlinear Model Predictive Control (NMPC), DOI: 10.1016/j.ifacol.2018.10.170, August 2018, vol. 51, pp. 28-34.
BibTeX TR2018-122 PDF- @inproceedings{Quirynen2018aug2,
- author = {Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
- title = {{Projected Preconditioning within a Block-Sparse Active-Set Method for MPC}},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control (NMPC)},
- year = 2018,
- volume = 51,
- number = 20,
- pages = {28--34},
- month = aug,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2018.10.170},
- url = {https://www.merl.com/publications/TR2018-122}
- }
- Knyazev, A., "On spectral partitioning of signed graphs", SIAM Workshop on Combinatorial Scientific Computing, July 11, 2018.
BibTeX TR2018-070 PDF- @inproceedings{Knyazev2018jul,
- author = {Knyazev, Andrew},
- title = {{On spectral partitioning of signed graphs}},
- booktitle = {SIAM Workshop on Combinatorial Scientific Computing},
- year = 2018,
- month = jul,
- url = {https://www.merl.com/publications/TR2018-070}
- }
- Malyshev, A., Quirynen, R., Knyazev, A., Di Cairano, S., "A regularized Newton solver for linear model predictive control", European Control Conference (ECC), DOI: 10.23919/ECC.2018.8550438, June 2018, pp. 1393-1398.
BibTeX TR2018-080 PDF- @inproceedings{Malyshev2018jun,
- author = {Malyshev, Alexander and Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
- title = {{A regularized Newton solver for linear model predictive control}},
- booktitle = {European Control Conference (ECC)},
- year = 2018,
- pages = {1393--1398},
- month = jun,
- doi = {10.23919/ECC.2018.8550438},
- url = {https://www.merl.com/publications/TR2018-080}
- }
- Quirynen, R., Knyazev, A., Di Cairano, S., "Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control", European Control Conference (ECC), DOI: 10.23919/ECC.2018.8550316, June 2018, pp. 1154-1159.
BibTeX TR2018-081 PDF- @inproceedings{Quirynen2018jun3,
- author = {Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
- title = {{Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control}},
- booktitle = {European Control Conference (ECC)},
- year = 2018,
- pages = {1154--1159},
- month = jun,
- doi = {10.23919/ECC.2018.8550316},
- url = {https://www.merl.com/publications/TR2018-081}
- }
- 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}
- }