Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning
M. Kuschel, T. Hasija, T. Marrinan, in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024.
LibreCat: /record/53304
DOI: 10.1109/icassp48485.2024.10446173

Developing a deep canonical correlation-based technique for seizure prediction
S. Vieluf, T. Hasija, M. Kuschel, C. Reinsberger, T. Loddenkemper, Expert Systems with Applications 234 (2023).
LibreCat: /record/53301
DOI: 10.1016/j.eswa.2023.120986

Geodesic-Based Relaxation For Deep Canonical Correlation Analysis
M. Kuschel, T. Marrinan, T. Hasija, in: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), IEEE, 2023.
LibreCat: /record/53303
DOI: 10.1109/mlsp55844.2023.10285937

A GLRT for estimating the number of correlated components in sample-poor mCCA
T. Hasija, T. Marrinan, in: Proc. 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 2091–2095.
LibreCat: /record/40669

Multi-Task fMRI Data Fusion Using IVA and PARAFA
I. Lehmann, E. Acar, T. Hasija, M.A.B.S. Akhonda, V.D. Calhoun, P.J. Schreier, T. Adali, in: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 1466–1470.
LibreCat: /record/40670
DOI: 10.1109/ICASSP43922.2022.9747662

Multi-Task fMRI Data Fusion Using IVA and PARAFA
I. Lehmann, E. Acar, T. Hasija, M.A.B.S. Akhonda, V.D. Calhoun, P. Schreier, T. Adali, in: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2022.
LibreCat: /record/49825
DOI: 10.1109/icassp43922.2022.9747662

Determining the dimension and structure of the subspace correlated across multiple data sets
T. Hasija, T. Marrinan, C. Lameiro, P.J. Schreier, Signal Processing 176 (2020).
LibreCat: /record/37611
DOI: 10.1016/j.sigpro.2020.107613

Multimodal approach towards understanding the changes in the autonomic nervous system induced by an ultramarathon.
S. Vieluf, V. Scheer, T. Hasija, P. Schreier, C. Reinsberger, Res Sports Med 28 (2020) 231–240.
LibreCat: /record/31710
PMID: 31522535

Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks
T. Hasija, M. Gölz, M. Muma, P.J. Schreier, A.M. Zoubir, in: Proc. Asilomar Conf. on Signals, Systems, Computers, 2019.
LibreCat: /record/37612

Estimating the Number of Correlated Components Based on Random Projections
C. Lameiro, T. Hasija, T. Marrinan, P.J. Schreier, in: ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, pp. 5152–5156.
LibreCat: /record/40681

Exercise-Induced Changes of Multimodal Interactions Within the Autonomic Nervous Network.
S. Vieluf, T. Hasija, R. Jakobsmeyer, P. Schreier, C. Reinsberger, Front Physiol 10 (2019) 240.
LibreCat: /record/31709
PMID: 30984010

Complete Model Selection in Multiset Canonical Correlation Analysis
T. Marrinan, T. Hasija, C. Lameiro, P.J. Schreier, in: Proc. European Signal Process. Conf. (EUSIPCO), 2018, pp. 1082–1086.
LibreCat: /record/40702

Determining the dimension of the improper signal subspace in complex-valued data
T. Hasija, C. Lameiro, P.J. Schreier, IEEE Signal Process. Lett. 24 (2017) 1606–1610.
LibreCat: /record/40711

Canonical correlation analysis of high-dimensional data with very small sample support
Y. Song, P.J. Schreier, D. Ramírez, T. Hasija, Signal Process. 128 (2016) 449–458.
LibreCat: /record/40720

Detecting the dimension of the subspace correlated across multiple data sets in the sample poor regime
T. Hasija, Y. Song, P.J. Schreier, D. Ramírez, in: Proc. IEEE Work. Stat. Signal Process., Palma de Mallorca, Spain, 2016.
LibreCat: /record/40723

Bootstrap-based detection of the number of signals correlated across multiple data sets
T. Hasija, Y. Song, P.J. Schreier, D. Ramírez, in: Proc. Asilomar Conf. Signals Syst. Computers, Pacific Grove, CA, USA, 2016.
LibreCat: /record/40718

Determining the number of signals correlated across multiple data sets for small sample support
Y. Song, T. Hasija, P.J. Schreier, D. Ramírez, in: Proc. Eur. Signal Process. Conf., Budapest, Hungary, 2016.
LibreCat: /record/40721