Centre for Mathematics and Algorithms for Data (MAD)

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  • 2024

    Estimating joint moments during treadmill running using various consumer based wearable sensor locations

    Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 5 Mar 2024, (Acceptance date) ISBS Proceedings Archives: 42nd International Conference on Biomechanics in Sports (2024) Salzburg, Austria, July 15-19, 2024. International Society of Biomechanics in Sports (ISBS), 4 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • 2023

    Clustering long-distance runners based on their technique at one single speed does not generalise to multiple speeds

    Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 12 Jul 2023, ISBS Proceedings Archives: 41th International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

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  • DATA INFORMED MODEL TEST DESIGN WITH MACHINE LEARNING – AN EXAMPLE IN NONLINEAR WAVE LOAD ON A VERTICAL CYLINDER

    Tang, T., Ding, H., Dai, S., Chen, X., Taylor, P. H., Zang, J. & Adcock, T. A. A., 22 Sept 2023, (E-pub ahead of print) Ocean Engineering. The American Society of Mechanical Engineers(ASME), v005t06a015. (Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE; vol. 5).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Estimation of ground reaction force during running using consumer-level wearable insoles and machine learning

    Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 16 Jul 2023, ISBS Proceedings Archives: 41st International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    72 Downloads (Pure)
  • Expectation-Maximization Regularised Deep Learning for Tumour Segmentation

    Li, C., Huang, W., Chen, X., Wei, Y., Zhang, L., Zhang, J., Price, S. & Schonlieb, C. B., 1 Sept 2023, (E-pub ahead of print) 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • G-CNN: Adaptive Geometric Convolutional Neural Networks for MRI-Based Skull Stripping

    Li, Y., Li, C., Wei, Y., Price, S. J., Schoenlieb, C-B. & Chen, X., 8 Oct 2023, International MICCAI Workshop 2023: The 2nd Workshop on Computational Mathematics Modeling in Cancer Analysis. Cham, Switzerland: Springer, Cham, p. 21-30 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14243).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI

    Fatania, K., Chau, K. Y., Pirkl, C. M., Menzel, M. I. & Golbabaee, M., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Predicting Conversion of Mild Cognitive Impairment to Alzheimer's Disease by Modelling Healthy Ageing Trajectories

    Wei, Y., Chen, X., Schonlieb, C. B., Price, S. J. & Li, C., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Resource-Constrained Station-Keeping for Latex Balloons Using Reinforcement Learning

    Saunders, J. E., Prenevost, L., Şimşek, Ö., Hunter, A. J. & Li, W., 13 Dec 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). U. S. A.: IEEE, p. 1102-1109 8 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    5 Downloads (Pure)
  • The approach chosen for data dimensionality reduction affects the results of running technique clustering

    Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 3 Aug 2023, Abstract book of the 29th Congress of the International Society of Biomechanics (ISB). International Society of Biomechanics (ISB), 1 p. isb-jsb0561

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

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    15 Downloads (Pure)
  • The Robust Semantic Segmentation UNCV2023 Challenge Results

    Yu, X., Zuo, Y., Wang, Z., Zhang, X., Zhao, J., Yang, Y., Jiao, L., Peng, R., Wang, X., Zhang, J., Zhang, K., Liu, F., Alcover-Couso, R., Sanmiguel, J. C., Escudero-Viñolo, M., Tian, H., Matsui, K., Wang, T., Adan, F., Gao, Z., & 17 othersHe, X., Bouniot, Q., Moghaddam, H., Rai, S. N., Cermelli, F., Masone, C., Pilzer, A., Ricci, E., Bursuc, A., Solin, A., Trapp, M., Li, R., Yao, A., Chen, W., Simpson, I., Campbell, N. D. F. & Franchi, G., 6 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. U. S. A.: IEEE, p. 4620-4630 11 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • 2022

    Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma

    Li, Y., Li, C., Wei, Y., Price, S., Schönlieb, C-B. & Chen, X., 22 Jul 2022, International MICCAI Brain Lesion Workshop 2021: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Germany: Springer Science and Business Media Deutschland GmbH, p. 124-139 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

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  • Aligned Multi-Task Gaussian Process

    Mikheeva, O., Kazlauskaite, I., Hartshorne, A., Kjellström, H., Ek, C. H. & Campbell, N. D. F., 30 Mar 2022, Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS). Camps-Valls, G., Ruiz, F. J. R. & Valera, I. (eds.). Vol. 151. p. 2970-2988 19 p. (Proceedings of Machine Learning Research).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • A Plug-and-Play Approach To Multiparametric Quantitative MRI: Image Reconstruction Using Pre-Trained Deep Denoisers

    Fatania, K., Pirkl, C. M., Menzel, M. I., Hall, P. & Golbabaee, M., 26 Apr 2022, (E-pub ahead of print) ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. U. S. A.: IEEE, 9761603. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    1 Citation (SciVal)
    85 Downloads (Pure)
  • Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma

    Wei, Y., Li, C., Chen, X., Schönlieb, C-B. & Price, S. J., 26 Apr 2022, (E-pub ahead of print) ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. U. S. A.: IEEE, 9761407. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    3 Citations (SciVal)
    82 Downloads (Pure)
  • Deep Unrolling for Magnetic Resonance Fingerprinting

    Chen, D., Davies, M. E. & Golbabaee, M., 26 Apr 2022, (E-pub ahead of print) ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE, 9761475. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    7 Citations (SciVal)
  • Does one single most economical running technique exist? Some preliminary results

    Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 10 Jul 2022, Abstract Book of the 9th World Congress of Biomechanics, 10-14 July 2022, Taipei. Dublin, Ireland, 2 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

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    47 Downloads (Pure)
  • Learning Structured Gaussians to Approximate Deep Ensembles

    Simpson, I. J. A., Vicente, S. & Campbell, N. D. F., 30 Jun 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 366-374 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    3 Citations (SciVal)
  • Predicting isocitrate dehydrogenase mutation status in glioma using structural brain networks and graph neural networks

    Wei, Y., Li, Y., Chen, X., Schönlieb, C-B., Li, C. & Price, S. J., 22 Jul 2022, International MICCAI Brain Lesion Workshop: BrainLes 2021. Springer Science and Business Media Deutschland GmbH, p. 140-150 12 p. (Lecture Notes in Computer Science; vol. 12962).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    3 Citations (SciVal)
    63 Downloads (Pure)
  • 2021

    Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation with an Application to Psoriatic Arthritis Radiographs

    Rambojun, A., Tillett, W., Shardlow, T. & Campbell, N., 14 Jun 2021, (E-pub ahead of print) Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. U. S. A.: IEEE, p. 2042 - 2051 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    46 Downloads (Pure)
  • BrainNetGAN: Data Augmentation of Brain Connectivity Using Generative Adversarial Network for Dementia Classification

    Li, C., Wei, Y., Chen, X. & Schönlieb, C. B., 31 Dec 2021, Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Engelhardt, S., Oksuz, I., Zhu, D., Yuan, Y., Mukhopadhyay, A., Heller, N., Huang, S. X., Nguyen, H., Sznitman, R. & Xue, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 103-111 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13003 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    4 Citations (SciVal)
    59 Downloads (Pure)
  • Convergence Properties of a Randomized Primal-Dual Algorithm with Applications to Parallel MRI

    Gutiérrez, E. B., Delplancke, C. & Ehrhardt, M. J., 29 Apr 2021, Scale Space and Variational Methods in Computer Vision - 8th International Conference, SSVM 2021, Proceedings. Elmoataz, A., Fadili, J., Quéau, Y., Rabin, J. & Simon, L. (eds.). Germany: Springer Science and Business Media Deutschland GmbH, p. 254-266 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12679 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    1 Citation (SciVal)
    34 Downloads (Pure)
  • Development and validation of FootNet, a new kinematic and deep learning-based algorithm to detect foot-strike and toe-off in treadmill running

    Rodriguez Rivadulla, A., Chen, X., Weir, G., Cazzola, D., Trewartha, G., Hamill, J. & Preatoni, E., 23 Jun 2021, (Acceptance date) Abstract Book of The 28th Congress of the International Society of Biomechanics. 1 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    59 Downloads (Pure)
  • Flexible CGLS for box-constrained linear least squares problems

    Gazzola, S., 20 Oct 2021, Lecture Notes in Computer Science .

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

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  • Flexible CGLS for box-constrained linear least squares problems

    Gazzola, S., 13 Sept 2021, Proceedings - 2021 21st International Conference on Computational Science and Its Applications, ICCSA 2021. U. S. A.: IEEE, p. 133-138 6 p. (Proceedings - 2021 21st International Conference on Computational Science and Its Applications, ICCSA 2021).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Improving a Stochastic Algorithm for Regularized PET Image Reconstruction

    Delplancke, C., Gurnell, M., Latz, J., Markiewicz, P. J., Schönlieb, C. B. & Ehrhardt, M. J., 12 Aug 2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference. IEEE, 9508013. (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • Smooth Bilevel Programming for Sparse Regularization

    Poon, C. & Peyré, G., 6 Dec 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Inc., p. 1543-1555 13 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    6 Citations (SciVal)
  • Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification

    Chen, C. & Campbell, N., Oct 2021, (Acceptance date) NeurIPS 21 Workshop 'Privacy in Machine Learning'.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • 2020

    Compressive MR Fingerprinting Reconstruction with Neural Proximal Gradient Iterations

    Chen, D., Davies, M. E. & Golbabaee, M., 29 Sept 2020, (E-pub ahead of print) Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    9 Citations (SciVal)
  • Modulating surrogates for bayesian optimization

    Bodin, E., Kaiser, M., Kazlauskaite, I., Dai, Z., Campbell, N. D. F. & Ek, C. H., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 947-956 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-2).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    4 Citations (SciVal)
  • 2019

    Regularization in Directable Environments with Application to Tetris

    Lichtenberg, J. & Şimşek, Ö., 15 Jun 2019, Proceedings of Machine Learning Research. International Machine Learning Society (IMLS), Vol. 97. p. 3953-3962 10 p. (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    2 Citations (SciVal)
    141 Downloads (Pure)
  • Support Localization and the Fisher Metric for off-the-grid Sparse Regularization

    Poon, C., Keriven, N. & Peyré, G., 11 Apr 2019, The 22nd International Conference on Artificial Intelligence and Statistics. p. 1341-1350 10 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration

    Poon, C. & Liang, J., Dec 2019, Advances in Neural Information Processing Systems 32. Wallach, H., Larochelle, H., Beygelzimer, A., Alché-Buc, F. D., Fox, E. & Garnett, R. (eds.). Curran Associates, Inc., p. 7355-7363 9 p. 8955

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    22 Citations (SciVal)
  • 2018

    Exploiting the structure via sketched gradient algorithms

    Tang, J., Golbabaee, M. & Davies, M., 8 Mar 2018, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE, 8309172

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • High-resolution Isotropic Whole Brain T2 Mapping with Model-based Super-resolution Reconstruction

    Bano, W., Piredda, G. F., Davies, M., Marshall, I., Golbabaee, M., Meuli, R., Kober, T., Thiran, J. & Hilbert, T., 11 Jun 2018, ISMRM 2019. International Society for Magnetic Resonance in Medicine (ISMRM), p. 1-3 3 p. 1007

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Insense: incoherent sensor selection for sparse signals

    Aghazadeh, A., Golbabaee, M., Lan, A. S. & Baraniuk, R., 13 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 8461701. (2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • Robust Blind Image Fusion for Misaligned Hyperspectral Imaging Data

    Bungert, L., Ehrhardt, M. J. & Reisenhofer, R., 17 Dec 2018, Proceedings in Applied Mathematics & Mechanics. Wiley, Vol. 18. 2 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • 2017

    Gradient descent in a generalised Bregman distance framework

    Benning, M., Betcke, M. M., Ehrhardt, M. J. & Schönlieb, C. B., 31 Mar 2017, MI Lecture Notes series of Kyushu University. Quispel, G. R. W., Bader, P., David I., M. & Tagami, D. (eds.). Vol. 74. p. 40-45 5 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    File
    67 Downloads (Pure)
  • Structure-exploiting randomized algorithms for constrained estimation

    Tang, J., Golbabaee, M. & Davies, M., 1 Feb 2017, Signal Processing with Adaptive Sparse Structured Representations (SPARS17). p. 1-3 3 p. (Signal Processing with Adaptive Sparse Structured Representations (SPARS)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    19 Downloads (Pure)
  • 2015

    Multichannel Compressed Sensing via Source Separation for Hyperspectral Images

    Golbabaee, M., 30 Apr 2015, 2010 18th European Signal Processing Conference. IEEE, 7096609. (2010 18th European Signal Processing Conference).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    9 Citations (SciVal)
  • 2013

    JOINT TRACE/TV NORM MINIMIZATION: A NEW EFFICIENT APPROACH FOR SPECTRAL COMPRESSIVE IMAGING

    Golbabaee, M. & Vandergheynst, P., 21 Feb 2013, 2012 19th IEEE International Conference on Image Processing. IEEE, 6467014. (IEEE International Conference on Image Processing).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    67 Citations (SciVal)
  • Multiple dipolar sources localization for MEG using Bayesian particle filtering

    Chen, X. & Godsill, S., 21 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 949-953 5 p. 6637789. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    6 Citations (SciVal)
  • Probabilistic initiation and termination for MEG multiple dipole localization using sequential Monte Carlo methods

    Chen, X., Sarkka, S. & Godsill, S., 21 Oct 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. IEEE, p. 580-587 8 p. 6641332. (Proceedings of the 16th International Conference on Information Fusion, FUSION 2013).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    2 Citations (SciVal)
  • Room Acoustic Modeling Exploiting Joint Sparsity and Low-rank Structure

    Asaei, A., Golbabaee, M., Bourlard, H. & Cehver, V., 31 Dec 2013, Signal Processing with Adaptive Sparse Structured Representations (SPARS13). (Signal Processing with Adaptive Sparse Structured Representations (SPARS)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Support Stability of Group Lasso

    Golbabaee, M. & Peyré, G., 31 Dec 2013, Signal Processing with Adaptive Sparse Structured Representations (SPARS13). (Signal Processing with Adaptive Sparse Structured Representations (SPARS)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    21 Downloads (Pure)
  • 2012

    Hyperspectral Image Compressed Sensing Via Low-Rank And Joint-Sparse Matrix Recovery

    Golbabaee, M. & Vandergheynst, P., 31 Aug 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Vol. 2012. 628484. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    135 Citations (SciVal)
  • Light Field Compressive Sensing in Camera Arrays

    Kamal, M. H., Golbabaee, M. & Vandergheynst, P., 31 Aug 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, 6289145. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    19 Citations (SciVal)
  • 2011

    Distributed Compressed Sensing of Hyperspectral Images via Blind Source Separation

    Golbabaee, M., Arberet, S. & Vandergheynst, P., 29 Apr 2011, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers. IEEE, 5757497. (2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    14 Citations (SciVal)
  • Guaranteed recovery of a low-rank and joint-sparse matrix from incomplete and noisy measurements

    Golbabaee, M. & Vandergheynst, P., 20 Oct 2011, Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS11). Infoscience EPFL Scientific Publications, p. 1-1 1 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • RSS-based node localization in the presence of attenuating objects

    Edelstein, A., Chen, X., Li, Y. & Rabbat, M., 12 Jul 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. IEEE, p. 3528-3531 4 p. 5946239. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    5 Citations (SciVal)