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⇦ Lehrstuhl für Mathematik C (Analysis)   ⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Alaifari, R.RWTH* ; Yang, Y. (Corresponding author)
Multiwindow Approaches for Direct and Stable STFT Phase Retrieval
Journal of the Society for Industrial and Applied Mathematics 85(5), 2376-2398 (2025) [10.1137/24M1701332]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. (Corresponding author)RWTH* ; Eryilmaz, A.
Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
SIAM journal on mathematics of data science 7(2), 826-854 (2025) [10.1137/24M1642500]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a book Innocenti, F. (Corresponding author) ; Achour, E. M.RWTH* ; Singh, R. ; Buckley, C. L.
Only strict saddles in the energy landscape of predictive coding networks?
Journal of statistical mechanics: theory and experiment : JSTAT 2025(7), 074002 (2025) [10.1088/1742-5468/ade2eb] special issue: "Machine Learning 2025 / editors: Marc Mézard (Chair), Riccardo Zecchina, Yoshiyuki Kabashima, Bert Kappen, Florent Krzakala, and Manfred Opper"2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Hoppe, F. (Corresponding author)RWTH* ; Verdun, C. M. ; Laus, H. ; Endt, S. ; Menzel, M. I. ; Krahmer, F. ; Rauhut, H.
Imaging with confidence: uncertainty quantification for high-dimensional undersampled MR images
2025Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXVIII / edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
18. European Conference on Computer Vision, ECCV 2024, MilanMilan, Italy, 24 Sep 2024 - 4 Oct 20242024-09-242024-10-04 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15136, 432-450 (2025) [10.1007/978-3-031-73229-4_25]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. (Corresponding author)RWTH* ; He, N. ; Srikant, R.
Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
SIAM journal on optimization 34(3), 2729-2755 (2024) [10.1137/22M1540156]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. (Corresponding author)RWTH* ; He, N. ; Srikant, R.
Finite-Time Analysis of Natural Actor-Critic for POMDPs
SIAM journal on mathematics of data science 6(4), 869-896 (2024) [10.1137/23M1587683]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings Günzel, H.RWTH* ; Hernández Escobar, D. (Corresponding author) ; Rückmann, J.-J.
MPCC: strong stability of weakly nondegenerate S-stationary points
202412. International Conference on Parametric Optimization and Related Topics, paraoptXII, AugsburgAugsburg, Germany, 12 Sep 2022 - 16 Sep 20222022-09-122022-09-16 Optimization 73(10), 3121-3145 (2024) [10.1080/02331934.2024.2385648] special issue: "Special Issue dedicated to the 12th International Conference on Parametric Optimization and Related Topics – paraoptXII"2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings Zhang, S. ; Zhou, X. ; Ahmad, S. ; Mathews, P. ; Hickel, T. ; Neugebauer, J. ; Alhassan, A. S. A.RWTH* ; Berkels, B.RWTH* ; Dehm, G. ; Scheu, C.
Triggering and tracking grain boundary phase transformation at atomic resolution
202417. European Microscopy Congress, EMC 2024, CopenhagenCopenhagen, Denmark, 24 Aug 2024 - 30 Aug 20242024-08-242024-08-30 BIO Web of Conferences 129, 23005 (2024) [10.1051/bioconf/202412923005] special issue: "The 17th European Microscopy Congress (EMC 2024) / Copenhagen, Denmark, August 25-30, 2024 / K. Qvortrup and K. Weede (eds.)"2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kunsch, R. J.RWTH* ; Novak, E. ; Wnuk, M. (Corresponding author)
Randomized approximation of summable sequences — adaptive and non-adaptive
Journal of approximation theory 304, 106056 (2024) [10.1016/j.jat.2024.106056]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Achour, E. M. (Corresponding author)RWTH* ; Malgouyres, F. (Corresponding author) ; Gerchinovitz, S. (Corresponding author)
The Loss Landscape of Deep Linear Neural Networks : a Second-order Analysis
Journal of machine learning research : JMLR 25, 242 (2024) [10.18154/RWTH-2024-08390]2024     Files  Abstract BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |