17 Publications
2024 | Conference Paper | LibreCat-ID: 53304
Kuschel, Maurice, Tanuj Hasija, and Timothy Marrinan. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024. https://doi.org/10.1109/icassp48485.2024.10446173.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf, Solveig, Tanuj Hasija, Maurice Kuschel, Claus Reinsberger, and Tobias Loddenkemper. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.” Expert Systems with Applications 234 (2023). https://doi.org/10.1016/j.eswa.2023.120986.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53303
Kuschel, Maurice, Timothy Marrinan, and Tanuj Hasija. “Geodesic-Based Relaxation For Deep Canonical Correlation Analysis.” In 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2023. https://doi.org/10.1109/mlsp55844.2023.10285937.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 40669
Hasija, Tanuj, and Timothy Marrinan. “A GLRT for Estimating the Number of Correlated Components in Sample-Poor MCCA.” In Proc. 30th European Signal Processing Conference (EUSIPCO), 2091–2095, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 40670
Lehmann, Isabell, Evrim Acar, Tanuj Hasija, M.A.B.S. Akhonda, Vince D. Calhoun, Peter J. Schreier, and Tülay Adali. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1466–70, 2022. https://doi.org/10.1109/ICASSP43922.2022.9747662.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 49825
Lehmann, Isabell, Evrim Acar, Tanuj Hasija, M.A.B.S. Akhonda, Vince D. Calhoun, Peter Schreier, and Tulay Adali. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022. https://doi.org/10.1109/icassp43922.2022.9747662.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 37611
Hasija, Tanuj, Timothy Marrinan, Christian Lameiro, and Peter J Schreier. “Determining the Dimension and Structure of the Subspace Correlated across Multiple Data Sets.” Signal Processing 176 (2020). https://doi.org/10.1016/j.sigpro.2020.107613.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 31710
Vieluf, S, V Scheer, Tanuj Hasija, PJ Schreier, and Claus Reinsberger. “Multimodal Approach towards Understanding the Changes in the Autonomic Nervous System Induced by an Ultramarathon.” Res Sports Med 28, no. 2 (2020): 231–40.
LibreCat
| PubMed | Europe PMC
2019 | Conference Paper | LibreCat-ID: 37612
Hasija, Tanuj, Martin Gölz, Michael Muma, Peter J Schreier, and Abdelhak M Zoubir. “Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.” In Proc. Asilomar Conf. on Signals, Systems, Computers, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 40681
Lameiro, Christian, Tanuj Hasija, Tim Marrinan, and Peter J Schreier. “Estimating the Number of Correlated Components Based on Random Projections.” In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5152–5156, 2019.
LibreCat
2019 | Journal Article | LibreCat-ID: 31709
Vieluf, S, Tanuj Hasija, Rasmus Jakobsmeyer, PJ Schreier, and Claus Reinsberger. “Exercise-Induced Changes of Multimodal Interactions Within the Autonomic Nervous Network.” Front Physiol 10 (2019): 240.
LibreCat
| PubMed | Europe PMC
2018 | Conference Paper | LibreCat-ID: 40702
Marrinan, T., Tanuj Hasija, C. Lameiro, and P. J. Schreier. “Complete Model Selection in Multiset Canonical Correlation Analysis.” In Proc. European Signal Process. Conf. (EUSIPCO), 1082–1086, 2018.
LibreCat
2017 | Journal Article | LibreCat-ID: 40711
Hasija, Tanuj, Christian Lameiro, and Peter J. Schreier. “Determining the Dimension of the Improper Signal Subspace in Complex-Valued Data.” IEEE Signal Process. Lett. 24 (2017): 1606–1610.
LibreCat
2016 | Journal Article | LibreCat-ID: 40720
Song, Yang, Peter J. Schreier, David Ramírez, and Tanuj Hasija. “Canonical Correlation Analysis of High-Dimensional Data with Very Small Sample Support.” Signal Process. 128 (2016): 449–458.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40723
Hasija, Tanuj, Yang Song, Peter J. Schreier, and David Ramírez. “Detecting the Dimension of the Subspace Correlated across Multiple Data Sets in the Sample Poor Regime.” In Proc.\ IEEE Work.\ Stat.\ Signal Process. Palma de Mallorca, Spain, 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40718
Hasija, Tanuj, Yang Song, Peter J. Schreier, and David Ramírez. “Bootstrap-Based Detection of the Number of Signals Correlated across Multiple Data Sets.” In Proc.\ Asilomar Conf.\ Signals\ Syst. Computers. Pacific Grove, CA, USA, 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40721
Song, Yang, Tanuj Hasija, Peter J. Schreier, and David Ramírez. “Determining the Number of Signals Correlated across Multiple Data Sets for Small Sample Support.” In Proc.\ Eur.\ Signal Process.\ Conf. Budapest, Hungary, 2016.
LibreCat
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17 Publications
2024 | Conference Paper | LibreCat-ID: 53304
Kuschel, Maurice, Tanuj Hasija, and Timothy Marrinan. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024. https://doi.org/10.1109/icassp48485.2024.10446173.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf, Solveig, Tanuj Hasija, Maurice Kuschel, Claus Reinsberger, and Tobias Loddenkemper. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.” Expert Systems with Applications 234 (2023). https://doi.org/10.1016/j.eswa.2023.120986.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53303
Kuschel, Maurice, Timothy Marrinan, and Tanuj Hasija. “Geodesic-Based Relaxation For Deep Canonical Correlation Analysis.” In 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2023. https://doi.org/10.1109/mlsp55844.2023.10285937.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 40669
Hasija, Tanuj, and Timothy Marrinan. “A GLRT for Estimating the Number of Correlated Components in Sample-Poor MCCA.” In Proc. 30th European Signal Processing Conference (EUSIPCO), 2091–2095, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 40670
Lehmann, Isabell, Evrim Acar, Tanuj Hasija, M.A.B.S. Akhonda, Vince D. Calhoun, Peter J. Schreier, and Tülay Adali. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1466–70, 2022. https://doi.org/10.1109/ICASSP43922.2022.9747662.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 49825
Lehmann, Isabell, Evrim Acar, Tanuj Hasija, M.A.B.S. Akhonda, Vince D. Calhoun, Peter Schreier, and Tulay Adali. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022. https://doi.org/10.1109/icassp43922.2022.9747662.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 37611
Hasija, Tanuj, Timothy Marrinan, Christian Lameiro, and Peter J Schreier. “Determining the Dimension and Structure of the Subspace Correlated across Multiple Data Sets.” Signal Processing 176 (2020). https://doi.org/10.1016/j.sigpro.2020.107613.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 31710
Vieluf, S, V Scheer, Tanuj Hasija, PJ Schreier, and Claus Reinsberger. “Multimodal Approach towards Understanding the Changes in the Autonomic Nervous System Induced by an Ultramarathon.” Res Sports Med 28, no. 2 (2020): 231–40.
LibreCat
| PubMed | Europe PMC
2019 | Conference Paper | LibreCat-ID: 37612
Hasija, Tanuj, Martin Gölz, Michael Muma, Peter J Schreier, and Abdelhak M Zoubir. “Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.” In Proc. Asilomar Conf. on Signals, Systems, Computers, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 40681
Lameiro, Christian, Tanuj Hasija, Tim Marrinan, and Peter J Schreier. “Estimating the Number of Correlated Components Based on Random Projections.” In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5152–5156, 2019.
LibreCat
2019 | Journal Article | LibreCat-ID: 31709
Vieluf, S, Tanuj Hasija, Rasmus Jakobsmeyer, PJ Schreier, and Claus Reinsberger. “Exercise-Induced Changes of Multimodal Interactions Within the Autonomic Nervous Network.” Front Physiol 10 (2019): 240.
LibreCat
| PubMed | Europe PMC
2018 | Conference Paper | LibreCat-ID: 40702
Marrinan, T., Tanuj Hasija, C. Lameiro, and P. J. Schreier. “Complete Model Selection in Multiset Canonical Correlation Analysis.” In Proc. European Signal Process. Conf. (EUSIPCO), 1082–1086, 2018.
LibreCat
2017 | Journal Article | LibreCat-ID: 40711
Hasija, Tanuj, Christian Lameiro, and Peter J. Schreier. “Determining the Dimension of the Improper Signal Subspace in Complex-Valued Data.” IEEE Signal Process. Lett. 24 (2017): 1606–1610.
LibreCat
2016 | Journal Article | LibreCat-ID: 40720
Song, Yang, Peter J. Schreier, David Ramírez, and Tanuj Hasija. “Canonical Correlation Analysis of High-Dimensional Data with Very Small Sample Support.” Signal Process. 128 (2016): 449–458.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40723
Hasija, Tanuj, Yang Song, Peter J. Schreier, and David Ramírez. “Detecting the Dimension of the Subspace Correlated across Multiple Data Sets in the Sample Poor Regime.” In Proc.\ IEEE Work.\ Stat.\ Signal Process. Palma de Mallorca, Spain, 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40718
Hasija, Tanuj, Yang Song, Peter J. Schreier, and David Ramírez. “Bootstrap-Based Detection of the Number of Signals Correlated across Multiple Data Sets.” In Proc.\ Asilomar Conf.\ Signals\ Syst. Computers. Pacific Grove, CA, USA, 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40721
Song, Yang, Tanuj Hasija, Peter J. Schreier, and David Ramírez. “Determining the Number of Signals Correlated across Multiple Data Sets for Small Sample Support.” In Proc.\ Eur.\ Signal Process.\ Conf. Budapest, Hungary, 2016.
LibreCat