SampTA 2025 Conference Submissions

Effectiveness of Time-Warping in Signal Reconstruction from Nonuniformly Distributed Level-Crossing Samples
Johannes Königs, Carsten Bockelmann, Armin Dekorsy
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Sparse wavefield reconstruction and denoising with boostlets
Elias Zea, Marco Laudato, Joakim Andén
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Orthogonal Matching Pursuit based Reconstruction for Modulo Hysteresis Operators
Matthias Beckmann, Jürgen Jeschke
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Low-Complexity Reconstruction of Sampled Graph Signals in Local Graph Fourier Subspaces
Gerald Matz
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Deep Learned-CoSaMP Network for Signal Denoising
Pagoti Reshma, Pradyumna Pradhan, Hrithik Singh, Srinivas Tenneti, Pradip Sasmal, Ramunaidu Randhi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Recovery guarantees for low-count Poisson and Bernoulli phase retrieval
Sjoerd Dirksen, Felix Krahmer, Patricia Römer, Palina Salanevich
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Iterative polynomial approximation algorithms for inverse graph filters
Cheng Cheng, Qiyu Sun, Cong Zheng
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Timoshenko Energy decay rate with Physics-Informed Neural1 Networks (PINNs).
Sabrine Chebbi, Joseph Muthui Wacira, Makram Hamouda, Bubacarr Bah
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Enabling Out-of-Sample Extension in Semi-Supervised Manifold Alignment through Twin Autoencoders
Jake Slater Rhodes, Adam G. Rustad, Marshall S. Nielsen
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Consistent sampling of Paley-Wiener functions on graphons
Hartmut F\"{u}hr, Mahya Ghandehari
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Approximation properties of complex-valued neural networks: An overview
Paul Geuchen
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Stability estimates for adaptive focused time-frequency transforms
Pierre Warion, Bruno Torresani
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Generalized Average Sampling over Quasi Shift Invariant Spaces
Yugesh S
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
New perspectives on Fourier matrices
Weilin Li
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Sparse Mask Retrieval for Distributed Estimation in Diffusion LMS
Mahdi Shamsi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
New Frontiers in One-Bit Signal Processing: From Sample Abundance to Unlimited Sampling
Mojtaba Soltanalian
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
The Restricted Isometry Property for Measurements from Group Orbits
Timm Gilles, Hartmut Führ
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Implicit $\ell^1$-regularization of positively quadratically reparameterized linear regression: precise upper and lower bounds
Hannes Matt, Dominik Stöger
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Distributed Estimation with Sparsely Accessible Information
Mahdi Shamsi, Farokh Marvasti
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Reconstructing 3-D FRI shapes from tomographic projections at unknown angles
Kate L.Y. Zhao, Renke Wang, Pier Luigi Dragotti
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Subspace estimation under coarse quantization
Sjoerd Dirksen, Weilin Li, Johannes Maly
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
On exponential frames near the critical density
Marcin Bownik
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
How to warm-start your unfolding network
Vicky Kouni
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Consistency of augmentation graph and network approximability in contrastive learning
A. Martina Neuman, Chenghui Li
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
Accurate, provable, and fast nonlinear tomographic reconstruction
Sara Fridovich-Keil
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone