Publications
You can find a list of my publications here or on my google scholar.
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"Sparse Recovery and Dictionary Learning from Nonlinear Compressive Measurements",
L. Rencker, F. Bach, W. Wang & M. D. Plumbley,
IEEE Transactions on Signal Processing (2019) [paper] -
"Fast Iterative Shrinkage for Signal Declipping and Dequantization"
L. Rencker, F. Bach, W. Wang & M. D. Plumbley,
iTWIST’18 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Marseille, France (2018) [paper] -
"Consistent dictionary learning for signal declipping" (Best Student Paper award),
L. Rencker, F. Bach, W. Wang & M. D. Plumbley,
Latent Variable Analysis and Source Separation (LVA/ICA), Guildford, UK (2018) [paper], [code], [slides] -
"Orthogonality-regularized masked NMF for learning on weakly labeled audio data",
I. Sobieraj, L. Rencker & M. D. Plumbley,
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2018) [paper] -
"A RIP-Based Performance Guarantee of Covariance-Assisted Matching Pursuit",
J. Wang, G. Li, L. Rencker, W. Wang & Y. Gu,
IEEE Signal Processing Letters (2018) [paper] -
"Multivariate iterative hard thresholding for sparse decomposition with flexible sparsity patterns",
L. Rencker, W. Wang & M. D. Plumbley,
2017 25th European Signal Processing Conference (EUSIPCO) (2017) [paper], [poster] -
"A greedy algorithm with learned statistics for sparse signal reconstruction",
L. Rencker, W. Wang & M. D. Plumbley,
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2017) [paper], [poster] -
"Assessment of musical noise using localization of isolated peaks in time-frequency domain",
R. Hamon, V. Emiya, L. Rencker, W. Wang & M. D. Plumbley,
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2017) [paper], [poster]