Browsing by Author "Ollila, Esa"

Title: Bias Adjusted Sign Covariance Matrix Author(s): Raninen, Elias; Ollila, Esa Date: 2022 Series: IEEE Signal Processing Letters, Volume 29

Title: Block-wise minimization-majorization algorithm for huber's criterion: Sparse learning and applications Author(s): Ollila, Esa; Mian, Ammar Date: 2020-09 Series: Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020, IEEE International Workshop on Machine Learning for Signal Processing

Title: A comparative study of supervised learning algorithms for symmetric positive definite features Author(s): Mian, Ammar; Raninen, Elias; Ollila, Esa Date: 2020 Series: 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings, European Signal Processing Conference

Title: A Compressive Classification Framework for High-Dimensional Data Author(s): Tabassum, Muhammad Naveed; Ollila, Esa Date: 2020 Series: IEEE Open journal of Signal Processing, Volume 1

Title: Contributions to independent component analysis, sensor array and complex valued signal processing Author(s): Ollila, Esa Date: 2010 Series: Report / Helsinki University of Technology, Department of Signal Processing and Acoustics,, 14 Aalto-yliopiston teknillinen korkeakoulu | Doctoral thesis (article-based)

Title: Coupled regularized sample covariance matrix estimator for multiple classes Author(s): Raninen, Elias; Ollila, Esa Date: 2021 Series: IEEE Transactions on Signal Processing, Volume 69

Title: DOA M-Estimation Using Sparse Bayesian Learning Author(s): Mecklenbräuker, Christoph F.; Gerstoft, Peter; Ollila, Esa Date: 2022 Series: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings, IEEE International Conference on Acoustics, Speech and Signal Processing, Volume 2022-May

Title: Graph Neural Network Sensitivity Under Probabilistic Error Model Author(s): Wang, Xinjue; Ollila, Esa; Vorobyov, Sergiy A. Date: 2022 Series: 2022 30th European Signal Processing Conference (EUSIPCO), European Signal Processing Conference

Title: Linear pooling of sample covariance matrices Author(s): Raninen, Elias; Tyler, David E; Ollila, Esa Date: 2022 Series: IEEE Transactions on Signal Processing, Volume 70, issue 99

Title: M-estimators of scatter with eigenvalue shrinkage Author(s): Ollila, Esa; Palomar, Daniel P.; Pascal, Frédéric Date: 2020-05 Series: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing

Title: Modelling and studying the effect of graph errors in graph signal processing Author(s): Miettinen, Jari; Vorobyov, Sergiy A.; Ollila, Esa Date: 2021-12 Series: Signal Processing, Volume 189

Title: Multimodal image fusion via coupled feature learning Author(s): Veshki, Farshad G.; Ouzir, Nora; Vorobyov, Sergiy A.; Ollila, Esa Date: 2022-11 Series: Signal Processing, Volume 200

Title: On the Variability of the Sample Covariance Matrix Under Complex Elliptical Distributions Author(s): Raninen, Elias; Ollila, Esa; Tyler, David E. Date: 2021-01-01 Series: IEEE Signal Processing Letters, Volume 28

Title: Optimal Pooling of Covariance Matrix Estimates Across Multiple Classes Author(s): Raninen, Elias; Ollila, Esa Date: 2018-09-10 Series: 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings, Volume 2018-April, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing

Title: Qualitatively Robust Bayesian Learning for DOA from Array Data using M-Estimation of the Scatter Matrix Author(s): Mecklenbräuker, Christoph F.; Gerstoft, Peter; Ollila, Esa Date: 2021 Series: WSA 2021 - 25th International ITG Workshop on Smart Antennas

Title: Regularized Tapered Sample Covariance Matrix Author(s): Ollila, Esa; Breloy, Arnaud Date: 2022 Series: IEEE Transactions on Signal Processing, Volume 70

Title: Robust Least Mean Squares Estimation of Graph Signals Author(s): Miettinen, Jari; Vorobyov, Sergiy; Ollila, Esa Date: 2019-05-01 Series: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing

Title: Robust tensor regression with applications in imaging Author(s): Ollila, Esa; Kim, Hyon Jung Date: 2022 Series: 2022 30th European Signal Processing Conference (EUSIPCO), European Signal Processing Conference

Title: Sequential adaptive elastic net approach for single-snapshot source localization Author(s): Tabassum, Muhammad; Ollila, Esa Date: 2018-06-29 Series: JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, Volume 143, issue 6

Title: Special Issue on Statistical Signal Processing Solutions and Advances for Data Science: Complex, Dynamic and Large-scale Settings Author(s): Muma, Michael; Ollila, Esa; Pascal, Frédéric Date: 2021-05 Series: Signal Processing

Browsing by Author "Ollila, Esa"

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