SampTA 2025 Conference Submissions

Almost-universal invariants for machine learning
Ben Blum-Smith
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
Practical existence theorems for deep learning approximation in high dimensions
Simone Brugiapaglia
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
Oblique Dual Frame Completion
Roza Aceska, Jerielle Malonzo, Gino Angelo Velasco
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Application of frames in non-uniform discrete dynamical system
Ruchi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
MANGO: Learning Disentangled Image Transformation Manifolds with Grouped Operators
Brighton Ancelin, Yenho Chen, Alex Saad-Falcon, Peimeng Guan, Chiraag Kaushik, Nakul Singh, Belen Martin Urcelay
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Parameter Selection in Complex-Valued Two-Channel Modulo ADC Sampling System
Wenyi Yan, Ruixiang Zhu, zeyuan li, Lu GAN, Hongqing Liu
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
On the maximal projection constants
Barbara Lewandowska
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
A Gaussian Regularization for Higher-Order Derivative Sampling Expansion in the Linear Canonical Transform Domain
Rashad M. Asharabi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Generalized Fractional Stockwell and Wavelet Transforms
Ahmed I Zayed
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Comparison of 2D Regular Lattices for the CPWL Approximation of Functions
Mehrsa Pourya, Maika Nogarotto, Michael Unser
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Optimal Transport as a Metric for Measuring Segregation
Daniel Peng, James M. Murphy
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Operator-isomorphism pairs and Zak transform methods for the study of Gabor systems
Markus Faulhuber
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
A note on the sample complexity of multi-target detection
Amnon Balanov, Shay Kreymer, Tamir Bendory
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Regularized 2-Wasserstein Barycenters on Discrete Metric Spaces
David Gentile, James M. Murphy
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Neural Networks in Local Coordinates
Ahmed Abdeljawad
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
On Extended Concentration Inequalities for Fast JL Embeddings of Infinite Sets
Rafael Chiclana Vega, Edem Boahen, March T. Boedihardjo, Mark Iwen
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
Phase retrieval in function spaces
Mitchell Taylor
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
Frames for Source Recovery in Dynamical Systems
Akram Aldroubi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
An optimal estimate for the norm of wavelet localization operators
Federico Riccardi
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone
On the Lipschitz constant of random ReLU neural networks
Felix Voigtlaender
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 InvitedTalk
- Readers: Everyone
On the inverse-closedness of operator-valued matrices with polynomial off-diagonal decay
Lukas Köhldorfer, Peter Balazs
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Optimal Compressive Covariance Sketching via Rank-One Sampling
Wenbin Wang, Ziping Zhao
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
Convolutive Sparse Decomposition in Inverse Problems: A Sensor Space Approach
Jean-Baptiste Malagnoux, Matthieu Kowalski
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Poster
- Readers: Everyone
The generalized phase retrieval problem over compact groups
Tamir Bendory, Dan Edidin
- Published: 25 Mar 2025, Last Modified: 20 May 2025
- SampTA 2025 Oral
- Readers: Everyone