Karin Schnass - RankMe

34 papers C 1Misc 2Journal 26Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Convergence Regions of Alternating Minimization Algorithms for Dictionary Learning. SIAM J. Optim. Simon Ruetz, Karin Schnass
2025	—	`conf`	Unlimited Sensing with Dictionary Sparsity. EUSIPCO Morris-Luca Kühmeier, Karin Schnass, Ayush Bhandari
2023	J	`jnl`	Convergence of alternating minimisation algorithms for dictionary learning. CoRR Simon Ruetz, Karin Schnass
2022	J	`jnl`	Average Performance of OMP and Thresholding Under Dictionary Mismatch. IEEE Signal Process. Lett. Marie-Christine Pali, Simon Ruetz, Karin Schnass
2021	J	`jnl`	Submatrices with NonUniformly Selected Random Supports and Insights into Sparse Approximation. SIAM J. Matrix Anal. Appl. Simon Ruetz, Karin Schnass
2019	J	`jnl`	Corrections to "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse Approximation". IEEE Signal Process. Lett. Karin Schnass
2019	J	`jnl`	Online and Stable Learning of Analysis Operators. IEEE Trans. Signal Process. Michael Sandbichler, Karin Schnass
2018	J	`jnl`	Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse Approximation. IEEE Signal Process. Lett. Karin Schnass
2018	J	`jnl`	Average performance of Orthogonal Matching Pursuit (OMP) for sparse approximation. CoRR Karin Schnass
2018	J	`jnl`	Compressed Dictionary Learning. CoRR Flávio Teixeira, Karin Schnass
2018	J	`jnl`	Dictionary learning - from local towards global and adaptive. CoRR Karin Schnass
2018	J	`jnl`	Fast dictionary learning from incomplete data. EURASIP J. Adv. Signal Process. Valeriya Naumova, Karin Schnass
2017	J	`jnl`	Dictionary Learning from Incomplete Data. CoRR Valeriya Naumova, Karin Schnass
2017	—	`conf`	Dictionary learning from incomplete data for efficient image restoration. EUSIPCO Valeriya Naumova, Karin Schnass
2017	J	`jnl`	Sequential Learning of Analysis Operators. CoRR Michael Sandbichler, Karin Schnass
2015	J	`jnl`	Convergence radius and sample complexity of ITKM algorithms for dictionary learning. CoRR Karin Schnass
2015	J	`jnl`	Local identification of overcomplete dictionaries. J. Mach. Learn. Res. Karin Schnass
2014	J	`jnl`	Local Identification of Overcomplete Dictionaries. CoRR Karin Schnass
2013	J	`jnl`	On the Identifiability of Overcomplete Dictionaries via the Minimisation Principle Underlying K-SVD CoRR Karin Schnass
2012	J	`jnl`	Learning Functions of Few Arbitrary Linear Parameters in High Dimensions. Found. Comput. Math. Massimo Fornasier, Karin Schnass, Jan Vybíral
2011	Misc	`conf`	Compressed learning of high-dimensional sparse functions. ICASSP Karin Schnass, Jan Vybíral
2010	Misc	`conf`	A union of incoherent spaces model for classification. ICASSP Karin Schnass, Pierre Vandergheynst
2010	J	`jnl`	Classification via Incoherent Subspaces CoRR Karin Schnass, Pierre Vandergheynst
2010	J	`jnl`	Dictionary identification: sparse matrix-factorization via l1-minimization. IEEE Trans. Inf. Theory Rémi Gribonval, Karin Schnass
2010	J	`jnl`	Learning Functions of Few Arbitrary Linear Parameters in High Dimensions CoRR Massimo Fornasier, Karin Schnass, Jan Vybíral
2009	J	`jnl`	Dictionary Identification - Sparse Matrix-Factorisation via ℓ CoRR Rémi Gribonval, Karin Schnass
2009	—	`—`	Sparsity & [and] dictionaries - algorithms & [and] design. Karin Schnass
2008	J	`jnl`	Compressed Sensing and Redundant Dictionaries. IEEE Trans. Inf. Theory Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2008	J	`jnl`	Dictionary Preconditioning for Greedy Algorithms. IEEE Trans. Signal Process. Karin Schnass, Pierre Vandergheynst
2008	—	`conf`	Dictionary identifiability from few training samples. EUSIPCO Rémi Gribonval, Karin Schnass
2007	—	`conf`	Average Case Analysis of Multichannel Thresholding. ICASSP (2) Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2007	J	`jnl`	Average Performance Analysis for Thresholding. IEEE Signal Process. Lett. Karin Schnass, Pierre Vandergheynst
2007	J	`jnl`	Compressed Sensing and Redundant Dictionaries CoRR Holger Rauhut, Karin Schnass, Pierre Vandergheynst
2006	C	`conf`	Distributed Sensing of Noisy Signals by Thresholding of Redundant Expansions. MMSP Karin Schnass, Pierre Vandergheynst, Pascal Frossard