Publications

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2015
Tschiatschek, S., & Pernkopf F. (2015).  Generatively Optimized Bayesian Network Classi- ers Under Computational Constraints. International Conference on Machine Learning (ICML), Workshop on Resource-Ecient Machine Learning.
Tschiatschek, S., & Pernkopf F. (2015).  Learning of Bayesian Network Classi ers Under Computational Constraints. European Conference on Machine Learning (ECML).  Download: ecml2015_Seb.pdf (402.76 KB)
Tschiatschek, S., & Pernkopf F. (2015).  On Bayesian Network Classifiers with Reduced Precision Parameters. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(4), 774-785. Download: mainRevisedMinor.pdf (511.56 KB)
Mowlaee, P., & Kulmer J. (2015).  Phase Estimation in Single-Channel Speech Enhancement: Limits-Potential. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 23, 1283–1294. Download: TASL2015A.pdf (1.59 MB)
Zöhrer, M., Peharz R., & Pernkopf F. (2015).  Representation Learning for Single-Channel Source Separation and Bandwidth Extension. IEEE Transactions on Audio, Speech, and Language Processing. 23(12), 2398--3409. Download: Master2014-TASLP_July15.pdf (5.98 MB)
Zöhrer, M., & Pernkopf F. (2015).  Representation Models in Single Channel Source Separation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).  Download: SCSS_Re1.pdf (1.7 MB)