Tanuj Hasija

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Rademacher Complexity

Canonical Correlation Analysis

Top Venues

Signal Process.

Publications

Isabell Lehmann, Tanuj Hasija, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data. IEEE Access 12 (2024)
Maurice Kuschel, Tanuj Hasija, Timothy Marrinan
Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning. ICASSP (2024)
Maurice Kuschel, Timothy Marrinan, Tanuj Hasija
Geodesic-Based Relaxation For Deep Canonical Correlation Analysis. MLSP (2023)
Solveig Vieluf, Tanuj Hasija, Maurice Kuschel, Claus Reinsberger, Tobias Loddenkemper
Developing a deep canonical correlation-based technique for seizure prediction. Expert Syst. Appl. 234 (2023)
Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali
Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. ICASSP (2022)
Tanuj Hasija, Timothy Marrinan
A GLRT for estimating the number of correlated components in sample-poor mCCA. EUSIPCO (2022)
Tanuj Hasija, Timothy Marrinan, Christian Lameiro, Peter J. Schreier
Determining the dimension and structure of the subspace correlated across multiple data sets. Signal Process. 176 (2020)
Tanuj Hasija, Christian Lameiro, Timothy Marrinan, Peter J. Schreier
Determining the Dimension and Structure of the Subspace Correlated Across Multiple Data Sets. CoRR (2019)
Christian Lameiro, Tanuj Hasija, Tim Marrinan, Peter J. Schreier
Estimating the Number of Correlated Components Based on Random Projections. ICASSP (2019)
Tanuj Hasija, Martin Gölz, Michael Muma, Peter J. Schreier, Abdelhak M. Zoubir
Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks. ACSSC (2019)
Tim Marrinan, Tanuj Hasija, Christian Lameiro, Peter J. Schreier
Complete Model Selection in Multiset Canonical Correlation Analysis. EUSIPCO (2018)
Tanuj Hasija, Christian Lameiro, Peter J. Schreier
Determining the Dimension of the Improper Signal Subspace in Complex-Valued Data. CoRR (2017)
Tanuj Hasija, Christian Lameiro, Peter J. Schreier
Determining the Dimension of the Improper Signal Subspace in Complex-Valued Data. IEEE Signal Process. Lett. 24 (11) (2017)
Tanuj Hasija, Yang Song, Peter J. Schreier, David Ramírez
Bootstrap-based detection of the number of signals correlated across multiple data sets. ACSSC (2016)
Yang Song, Tanuj Hasija, Peter J. Schreier, David Ramírez
Determining the number of signals correlated across multiple data sets for small sample support. EUSIPCO (2016)
Yang Song, Peter J. Schreier, David Ramírez, Tanuj Hasija
Canonical correlation analysis of high-dimensional data with very small sample support. CoRR (2016)
Tanuj Hasija, Yang Song, Peter J. Schreier, David Ramírez
Detecting the dimension of the subspace correlated across multiple data sets in the sample poor regime. SSP (2016)
Yang Song, Peter J. Schreier, David Ramírez, Tanuj Hasija
Canonical correlation analysis of high-dimensional data with very small sample support. Signal Process. 128 (2016)