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E. Isufi

Dr.

 https://orcid.org/0000-0002-1919-260X
  • 42 Conference contribution
  • 29 Article
  • 2 Review article
  • 1 Dissertation (TU Delft)

Search results

  • Conference contribution

    Node varying regularization for graph signals

    Yang, M., Coutino, M., Isufi, E. & Leus, G., 2020, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. Amsterdam (Netherlands): Eurasip, p. 845-849 5 p. 9287807. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    67 Downloads (Pure)

  • Nonlinear State-Space Generalizations of Graph Convolutional Neural Networks

    Ruiz, L., Gama, F., Ribeiro, A. & Isufi, E., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5265-5269 5 p. 9414672

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    39 Downloads (Pure)

  • Observing Bandlimited Graph Processes from Subsampled Measurements

    Isufi, E., Banelli, P., Di Lorenzo, P. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). IEEE, p. 737-741 5 p. 8645200

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    17 Downloads (Pure)

  • Online Edge Flow Prediction Over Expanding Simplicial Complexes

    Yang, M., Das, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    23 Downloads (Pure)

  • Online Graph Learning From Time-Varying Structural Equation Models

    Natali, A., Isufi, E., Coutino, M. & Leus, G., 2021, 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021: Proceedings. Matthews, M. B. (ed.). IEEE, p. 1579-1585 7 p. 9723163. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2021-October).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    25 Downloads (Pure)

  • Online Time-Varying Topology Identification Via Prediction-Correction Algorithms

    Natali, A., Coutino, M., Isufi, E. & Leus, G., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5400-5404 5 p. 9415053

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    11 Citations (Scopus)
    31 Downloads (Pure)

  • Online Vector Autoregressive Models Over Expanding Graphs

    Das, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    17 Downloads (Pure)

  • On the Limits of Finite-Time Distributed Consensus Through Successive Local Linear Operations

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). Piscataway, NJ, USA: IEEE, p. 993-997 5 p. 8645186

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    12 Downloads (Pure)

  • On the Transferability of Spectral Graph Filters

    Levie, R., Isufi, E. & Kutyniok, G., 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019: Bordeaux, France. Amini, A. (ed.). SampTA, 5 p. 9030932. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific

    Open Access
    File
    20 Citations (Scopus)
    134 Downloads (Pure)

  • Rational Chebyshev Graph Filters

    Rimleanscaia, O. & Isufi, E., 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE, p. 736-740 5 p. 9443317. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    83 Downloads (Pure)

  • Sampling Graph Signals with Sparse Dictionary Representation

    Zhang, K., Coutino, M. & Isufi, E., 2021, 2021 29th European Signal Processing Conference (EUSIPCO): Proceedings. IEEE, p. 1815-1819 5 p. 9615918

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    112 Downloads (Pure)

  • Separable Autoregressive Moving Average Graph-Temporal Filters

    Isufi, E., Loukas, A., Simonetto, A. & Leus, G., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). Piscataway: IEEE, p. 200-204 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Simplicial Convolutional Neural Networks

    Yang, M., Isufi, E. & Leus, G., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 8847-8851 5 p. 9746017

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    7 Citations (Scopus)
    16 Downloads (Pure)

  • Simplicial Trend Filtering (Invited Paper)

    Yang, M. & Isufi, E., 2022, Proceedings of the 56th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE, p. 930-934 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2022-October).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    8 Downloads (Pure)

  • Simplicial Vector Autoregressive Model For Streaming Edge Flows

    Krishnan, J., Money, R., Beferull-Lozano, B. & Isufi, E., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    13 Downloads (Pure)

  • State-space based network topology identification

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 1 Aug 2020, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. Amsterdam (Netherlands): Eurasip, p. 1055-1059 5 p. 9287692. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    34 Downloads (Pure)

  • Stochastic graph filtering on time-varying graphs

    Isufi, E., Simonetto, A., Loukas, A. & Leus, G., 21 Jan 2016, Proceedings of the 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Richard, C. & Gini, F. (eds.). Piscataway, NJ, USA: IEEE Society, p. 89-92 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    12 Citations (Scopus)

  • Stochastic Graph Neural Networks

    Gao, Z., Isufi, E. & Ribeiro, A., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 9080-9084 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    6 Citations (Scopus)

  • Topological Volterra Filters

    Leus, G., Yang, M., Coutino, M. & Isufi, E., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5385-5389 5 p. 9414275

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    71 Downloads (Pure)

  • Towards Finite-Time Consensus with Graph Convolutional Neural Networks

    Iancu, A. & Isufi, E., 1 Aug 2020, 28th European Signal Processing Conference (EUSIPCO 2020). Amsterdam (Netherlands): Eurasip, p. 2145-2149 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    31 Downloads (Pure)

  • Variance-Constrained Learning for Stochastic Graph Neural Networks

    Gao, Z., Isufi, E. & Ribeiro, A., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 5245-5249 5 p. 9413751

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    3 Citations (Scopus)
  • Dissertation (TU Delft)

    Graph-time signal processing: Filtering and sampling strategies

    Isufi, E., 2019, 201 p.

    Research output: Thesis › Dissertation (TU Delft)

    Open Access
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    432 Downloads (Pure)
  • Review article

    Deep learning methods for flood mapping: A review of existing applications and future research directions

    Bentivoglio, R., Isufi, E., Jonkman, S. N. & Taormina, R., 2022, In: Hydrology and Earth System Sciences. 26, 16, p. 4345-4378 34 p.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
    62 Citations (Scopus)
    20 Downloads (Pure)

  • Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks

    Gama, F., Isufi, E., Leus, G. & Ribeiro, A., 2020, In: IEEE Signal Processing Magazine. 37, 6, p. 128-138 11 p., 9244191.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
    67 Citations (Scopus)
    55 Downloads (Pure)