Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
17 Publications
2024 | Conference Paper | LibreCat-ID: 53304
Kuschel, Maurice, et al. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024, doi:10.1109/icassp48485.2024.10446173.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf, Solveig, et al. “Developing a Deep Canonical Correlation-Based Technique for Seizure Prediction.” Expert Systems with Applications, vol. 234, 120986, Elsevier BV, 2023, doi:10.1016/j.eswa.2023.120986.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53303
Kuschel, Maurice, et al. “Geodesic-Based Relaxation For Deep Canonical Correlation Analysis.” 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), IEEE, 2023, doi:10.1109/mlsp55844.2023.10285937.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 49825
Lehmann, Isabell, et al. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2022, doi:10.1109/icassp43922.2022.9747662.
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.” Proc. 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 2091–2095.
LibreCat
2022 | Conference Paper | LibreCat-ID: 40670
Lehmann, Isabell, et al. “Multi-Task FMRI Data Fusion Using IVA and PARAFAC2.” Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 1466–70, doi:10.1109/ICASSP43922.2022.9747662.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 37611
Hasija, Tanuj, et al. “Determining the Dimension and Structure of the Subspace Correlated across Multiple Data Sets.” Signal Processing, vol. 176, Elsevier, 2020, doi:10.1016/j.sigpro.2020.107613.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 31710
Vieluf, S., et al. “Multimodal Approach towards Understanding the Changes in the Autonomic Nervous System Induced by an Ultramarathon.” Res Sports Med, vol. 28, no. 2, 2020, pp. 231–40.
LibreCat
| PubMed | Europe PMC
2019 | Conference Paper | LibreCat-ID: 37612
Hasija, Tanuj, et al. “Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.” Proc. Asilomar Conf. on Signals, Systems, Computers, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 40681
Lameiro, Christian, et al. “Estimating the Number of Correlated Components Based on Random Projections.” ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, pp. 5152–5156.
LibreCat
2019 | Journal Article | LibreCat-ID: 31709
Vieluf, S., et al. “Exercise-Induced Changes of Multimodal Interactions Within the Autonomic Nervous Network.” Front Physiol, vol. 10, 2019, p. 240.
LibreCat
| PubMed | Europe PMC
2018 | Conference Paper | LibreCat-ID: 40702
Marrinan, T., et al. “Complete Model Selection in Multiset Canonical Correlation Analysis.” Proc. European Signal Process. Conf. (EUSIPCO), 2018, pp. 1082–1086.
LibreCat
2017 | Journal Article | LibreCat-ID: 40711
Hasija, Tanuj, et al. “Determining the Dimension of the Improper Signal Subspace in Complex-Valued Data.” IEEE Signal Process. Lett., vol. 24, 2017, pp. 1606–1610.
LibreCat
2016 | Journal Article | LibreCat-ID: 40720
Song, Yang, et al. “Canonical Correlation Analysis of High-Dimensional Data with Very Small Sample Support.” Signal Process., vol. 128, 2016, pp. 449–458.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40723
Hasija, Tanuj, et al. “Detecting the Dimension of the Subspace Correlated across Multiple Data Sets in the Sample Poor Regime.” Proc.\ IEEE Work.\ Stat.\ Signal Process., 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40718
Hasija, Tanuj, et al. “Bootstrap-Based Detection of the Number of Signals Correlated across Multiple Data Sets.” Proc.\ Asilomar Conf.\ Signals\ Syst. Computers, 2016.
LibreCat
2016 | Conference Paper | LibreCat-ID: 40721
Song, Yang, et al. “Determining the Number of Signals Correlated across Multiple Data Sets for Small Sample Support.” Proc.\ Eur.\ Signal Process.\ Conf., 2016.
LibreCat