Amit Singer
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Amit Singer

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20032023

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  • 2022

    Representing Steerable Bases for cryo-EM in ASPIRE

    Langfield, C., Carmichael, J., Wright, G., Anden, J. & Singer, A., 2022, Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022. Institute of Electrical and Electronics Engineers Inc., p. 417-418 2 p. (Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • SPARSE MULTI-REFERENCE ALIGNMENT: SAMPLE COMPLEXITY AND COMPUTATIONAL HARDNESS

    Bendory, T., Mickelin, O. & Singer, A., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8977-8981 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2020

    Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces

    Zelesko, N., Moscovich, A., Kileel, J. & Singer, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1715-1719 5 p. 9098723. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Image Recovery from Rotational and Translational Invariants

    Marshall, N. F., Lan, T. Y., Bendory, T. & Singer, A., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5780-5784 5 p. 9053932. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2018

    3D ab initio modeling in cryo-EM by autocorrelation analysis

    Levin, E., Bendory, T., Boumal, N., Kileel, J. & Singer, A., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1569-1573 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Estimation in the Group Action Channel

    Abbe, E., Pereira, J. M. & Singer, A., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 561-565 5 p. 8437646. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Heterogeneous multireference alignment: A single pass approach

    Boumal, N., Bendory, T., Lederman, R. R. & Singer, A., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations

  • Mathematics for cryo-electron microscopy

    Singer, A., 2018, Invited Lectures. Sirakov, B., de Souza, P. N. & Viana, M. (eds.). World Scientific Publishing Co. Pte Ltd, p. 4013-4032 20 p. (Proceedings of the International Congress of Mathematicians, ICM 2018; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations
  • 2017

    A new rank constraint on multi-view fundamental matrices, and its application to camera location recovery

    Sengupta, S., Amir, T., Galun, M., Goldstein, T., Jacobs, D. W., Singer, A. & Basri, R., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 2413-2421 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Factor analysis for spectral estimation

    Andén, J. & Singer, A., Sep 1 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 169-173 5 p. 8024447. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Mahalanobis distance for class averaging of cryo-EM images

    Bhamre, T., Zhao, Z. & Singer, A., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 654-658 5 p. 7950605. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Sample complexity of the boolean multireference alignment problem

    Abbe, E., Pereira, J. M. & Singer, A., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 1316-1320 5 p. 8006742. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations
  • 2015

    Covariance estimation using conjugate gradient for 3D classification in CRYO-EM

    Anden, J., Katsevich, E. & Singer, A., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 200-204 5 p. 7163849. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Large-scale sensor network localization via rigid subnetwork registration

    Chaudhury, K. N., Khoo, Y. & Singer, A., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2849-2853 5 p. 7178491. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Orthogonal matrix retrieval in cryo-electron microscopy

    Bhamre, T., Zhang, T. & Singer, A., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1048-1052 5 p. 7164051. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Robust camera location estimation by convex programming

    Özyeşil, O. & Singer, A., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2674-2683 10 p. 7298883. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    94 Scopus citations
  • 2014

    Linear inverse problems on Erdos-Rényi graphs: Information-theoretic limits and efficient recovery

    Abbe, E., Bandeira, A. S., Bracher, A. & Singer, A., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 1251-1255 5 p. 6875033. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Multireference alignment using semidefinite programming

    Bandeira, A. S., Charikar, M., Singer, A. & Zhu, A., 2014, ITCS 2014 - Proceedings of the 2014 Conference on Innovations in Theoretical Computer Science. Association for Computing Machinery, p. 459-470 12 p. (ITCS 2014 - Proceedings of the 2014 Conference on Innovations in Theoretical Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    56 Scopus citations
  • 2013

    Non-local patch regression: Robust image denoising in patch space

    Chaudhury, K. N. & Singer, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1345-1349 5 p. 6637870. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Robust estimation of rotations from relative measurements by maximum likelihood

    Boumal, N. A. S., Singer, A. & Absil, P. A., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 6760038. (Proceedings of the IEEE Conference on Decision and Control).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    28 Scopus citations
  • 2012

    Global motion estimation from point matches

    Arie-Nachimson, M., Kovalsky, S. Z., Kemelmacher-Shlizerman, I., Singer, A. & Basri, R., Dec 1 2012, Proceedings - 2nd Joint 3DIM/3DPVT Conference: 3D Imaging, Modeling, Processing, Visualization and Transmission, 3DIMPVT 2012. p. 81-88 8 p. 6374980. (Proceedings - 2nd Joint 3DIM/3DPVT Conference: 3D Imaging, Modeling, Processing, Visualization and Transmission, 3DIMPVT 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    138 Scopus citations
  • 2011

    Fast wavelet-based single-particle reconstruction in Cryo-EM

    Vonesch, C., Wang, L., Shkolnisky, Y. & Singer, A., 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 1950-1953 4 p. 5872791. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Manifold learning techniques and model reduction for dissipative dynamics

    Sonday, B., Rajendran, K., Gear, W., Singer, A. & Kevrekidis, Y., Jan 1 2011, Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, p. 1046-1047 2 p. (Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2008

    Dense fast random projections and lean Walsh transforms

    Liberty, E., Ailon, N. & Singer, A., 2008, Approximation, Randomization and Combinatorial Optimization: Algorithms and Techniques - 11th International Workshop, APPROX 2008 and 12th International Workshop, RANDOM 2008, Proceedings. p. 512-522 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5171 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    28 Scopus citations
  • 2005

    Unidirectional flux in Brownian and Langevin simulations of diffusion

    Singer, A., Schuss, Z. & Nadler, B., Nov 14 2005, UNSOLVED PROBLEMS OF NOISE AND FLUCTUATIONS: UPoN 2005: Fourth International Conference on Unsolved Problems of Noise and Fluctuations in Physics, Biology, and High Technology. p. 400-406 7 p. (AIP Conference Proceedings; vol. 800).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2003

    A PDE Formulation of Non-Equilibrium Statistical Mechanics for Ionic Permeation

    Schuss, Z., Nadler, B., Singer, A. & Eisenberg, R. S., May 28 2003, Unsolved Problems of Noise and Fluctuations, UPoN 2002: 3rd International Conference on Unsolved Problems of Noise and Fluctuations in Physics, Biology, and High Technology. Bezrukov, S. M. (ed.). American Institute of Physics Inc., p. 312-320 9 p. (AIP Conference Proceedings; vol. 665).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Ionic diffusion through protein channels: From molecular description to continuum equations

    Nadler, B., Schuss, Z., Singer, A. & Eisenberg, B., Dec 1 2003, 2003 Nanotechnology Conference and Trade Show - Nanotech 2003. Laudon, M. & Romanowicz, B. (eds.). Vol. 3. p. 439-442 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    29 Scopus citations