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Program > Papers (by type and title)
Invited (45 documents )
 2- and 3-Covariant Equiangular Tight Frames abstract : Invited Frame theory (invited) sciencesconf.org:sampta2019:267382 |
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3D Phaseless Imaging at Nano-scale: Challenges and Possible Solutions abstract : Invited Phase Retrieval (invited) sciencesconf.org:sampta2019:267452 |
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A correspondence between zeros of time-frequency transforms and Gaussian analytic functions abstract : Invited Time-frequency analysis (invited) sciencesconf.org:sampta2019:267397 |
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A Delsarte-Style Proof of the Bukh-Cox Bound abstract : Invited Frame theory (invited) sciencesconf.org:sampta2019:267384 |
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A non-commutative viewpoint on graph signal processing abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267522 |
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Adaptive sequential regression imputation methods using machine learning techniques abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:267456 |
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Aggregation for Sensitive Data abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:267460 |
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Average sampling, average splines and Poincare inequality on combinatorial graphs abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267520 |
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Blue-Noise Sampling of Signals on Graphs abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267519 |
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Clustering on Dynamic Graphs based on Total Variation abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267524 |
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Comparison of Imputation Methods for Race and Ethnic Information in Administrative Health Data abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:267455 |
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Completion of Structured Low-Rank Matrices via Iteratively Reweighted Least Squares abstract : Invited Compressed sensing and low rank matrix recovery (invited) sciencesconf.org:sampta2019:267372 |
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Enabling Prediction via Multi-Layer Graph Inference and Sampling abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267525 |
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Entropy Estimates on Tensor Products of Banach Spaces and Applications to Low-Rank Recovery abstract : Invited Compressed sensing and low rank matrix recovery (invited) sciencesconf.org:sampta2019:267368 |
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Equi-isoclinic subspaces from difference sets abstract : Invited Frame theory (invited) sciencesconf.org:sampta2019:267377 |
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Exact Line Packings from Numerical Solutions abstract : Invited Frame theory (invited) sciencesconf.org:sampta2019:267380 |
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Filtering the Continuous Wavelet Transform Using Hyperbolic Triangulations abstract : Invited Time-frequency analysis (invited) sciencesconf.org:sampta2019:267398 |
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General Bounds for 1-Layer ReLU approximation abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:267392 |
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Generalization in deep nets: an empirical perspective abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:283731 |
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High-performance quantization for spectral super-resolution abstract : Invited Quantization (invited) sciencesconf.org:sampta2019:267531 |
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Iterative Chebyshev Polynomial Algorithm for Signal Denoising on Graphs abstract : Invited Graph signal processing (invited) sciencesconf.org:sampta2019:267521 |
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Matrix Completion with Selective Sampling abstract : Invited Compressed sensing and low rank matrix recovery (invited) sciencesconf.org:sampta2019:267366 |
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Missing Data in Classical Statistics abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:284731 |
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Missing Data in Machine Learning abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:284730 |
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Neuron birth-death dynamics accelerates gradient descent and converges asymptotically abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:267391 |
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New Algorithms and Improved Guarantees for One-Bit Compressed Sensing on Manifolds abstract : Invited Compressed sensing and low rank matrix recovery (invited) sciencesconf.org:sampta2019:267369 |
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On one-stage recovery for ΣΔ-quantized compressed sensing abstract : Invited Quantization (invited) sciencesconf.org:sampta2019:267533 |
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One-Bit Sensing of Low-Rank and Bisparse Matrices abstract : Invited Quantization (invited) sciencesconf.org:sampta2019:267527 |
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Optimally Sample-Efficient Phase Retrieval with Deep Generative Models abstract : Invited Phase Retrieval (invited) sciencesconf.org:sampta2019:267454 |
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Optimization bias in linear convolutional networks abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:267389 |
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Overparameterized Nonlinear Optimization with Applications to Neural Nets abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:267387 |
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Panel discussion abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:267517 |
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Passive and Active Sampling for Piecewise-Smooth Graph Signals abstract : Invited Poster & Welcome Party sciencesconf.org:sampta2019:276216 |
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PhasePack: A Phase Retrieval Library abstract : Invited Phase Retrieval (invited) sciencesconf.org:sampta2019:267451 |
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Reconciling modern machine learning practice and the classical bias-variance trade-off abstract : Invited Deep learning (invited) sciencesconf.org:sampta2019:267386 |
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Robust 1-Bit Compressed Sensing via Hinge Loss Minimization abstract : Invited Quantization (invited) sciencesconf.org:sampta2019:267529 |
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Robust One-bit Compressed Sensing With Manifold Data abstract : Invited Quantization (invited) sciencesconf.org:sampta2019:267528 |
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Robust Recovery of Sparse Non-negative Weights from Mixtures of Positive-Semidefinite Matrices abstract : Invited Compressed sensing and low rank matrix recovery (invited) sciencesconf.org:sampta2019:273471 |
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Scaling limits in planar eigenvalue ensembles abstract : Invited Time-frequency analysis (invited) sciencesconf.org:sampta2019:267395 |
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Stability of Phase Retrieval Problem abstract : Invited Phase Retrieval (invited) sciencesconf.org:sampta2019:267449 |
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The Cramer-Rao Lower Bound in the Phase Retrieval Problem abstract : Invited Phase Retrieval (invited) sciencesconf.org:sampta2019:267450 |
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The Diamond ensemble: a well distributed family of points on S2 abstract : Invited Time-frequency analysis (invited) sciencesconf.org:sampta2019:267420 |
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The Zak transform and representations induced from characters of an abelian subgroup abstract : Invited Frame theory (invited) sciencesconf.org:sampta2019:267383 |
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Tractable Learning of Sparsely Used Dictionaries from Incomplete Samples abstract : Invited Missing data imputation (invited) sciencesconf.org:sampta2019:267462 |
oral (65 documents )
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A Clifford Construction of Multidimensional Prolate Spheroidal Wave Functions abstract : oral Fourier Analysis sciencesconf.org:sampta2019:272784 |
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A quantitative Balian-Low theorem for subspaces abstract : oral Gabor Analysis sciencesconf.org:sampta2019:272694 |
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A Rate-Distortion Framework for Explaining Deep Neural Network Decisions abstract : oral Deep Learning sciencesconf.org:sampta2019:273642 |
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Adaptive Frames from Quilted Local Time-Frequency Systems abstract : oral Gabor Analysis sciencesconf.org:sampta2019:272786 |
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Analysis of shearlet coorbit spaces in arbitrary dimensions using coarse geometry abstract : oral Wavelets, Shearlets… sciencesconf.org:sampta2019:272700 |
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Analytic and directional wavelet packets abstract : oral Wavelets, Shearlets… sciencesconf.org:sampta2019:273035 |
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Approximation in Lp(μ) with deep ReLU neural networks abstract : oral Deep Learning sciencesconf.org:sampta2019:269805 |
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Banach frames and atomic decompositions in the space of bounded operators on Hilbert spaces abstract : oral Frame Theory sciencesconf.org:sampta2019:273582 |
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Compactly Supported Tensor Product Complex Tight Framelets with Directionality abstract : oral Frame Theory sciencesconf.org:sampta2019:269775 |
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Computability of the Fourier Transform and ZFC abstract : oral Fourier Analysis sciencesconf.org:sampta2019:273580 |
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Conditioning of restricted Fourier matrices and super-resolution of MUSIC abstract : oral Super-resolution sciencesconf.org:sampta2019:273042 |
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Conjugate Phase Retrieval in Paley-Wiener Space abstract : oral Phase retrieval sciencesconf.org:sampta2019:269786 |
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Convergence Rates for Hölder-Windows in Filtered Back Projection abstract : oral Inverse problems sciencesconf.org:sampta2019:269778 |
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Deterministic guarantees for L1 -reconstruction: A large sieve approach with geometric flexibility abstract : oral Fourier Analysis sciencesconf.org:sampta2019:269809 |
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Dual-Reference Design for Holographic Phase Retrieval abstract : oral Phase retrieval sciencesconf.org:sampta2019:272699 |
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Dynamical Sampling with a Burst-like Forcing Term abstract : oral Inverse problems sciencesconf.org:sampta2019:273644 |
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Fast Multitaper Spectral Estimation abstract : oral Probabilistic Methods sciencesconf.org:sampta2019:273584 |
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Frame Potentials and Orthogonal Vectors abstract : oral Frame Theory sciencesconf.org:sampta2019:269793 |
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Frame representations via suborbits of bounded operators abstract : oral Frame Theory sciencesconf.org:sampta2019:270217 |
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Frames by Iterations in Shift-invariant Spaces abstract : oral Frame Theory sciencesconf.org:sampta2019:269784 |
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Generalized Sampling on Graphs With A Subspace Prior abstract : oral Non-Euclidean Signal Processing (graphs, manifolds,...) sciencesconf.org:sampta2019:273039 |
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Higher order 1-bit Sigma-Delta modulation on a circle abstract : oral Quantization sciencesconf.org:sampta2019:273036 |
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Higher-dimensional wavelets and the Douglas-Rachford algorithm abstract : oral Wavelets, Shearlets… sciencesconf.org:sampta2019:272691 |
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Ill-conditionedness of discrete Gabor phase retrieval and a possible remedy abstract : oral Phase retrieval sciencesconf.org:sampta2019:269802 |
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Iterative Discretization of Optimization Problems Related to Superresolution abstract : oral Super-resolution sciencesconf.org:sampta2019:273592 |
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Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks abstract : oral Deep Learning sciencesconf.org:sampta2019:273085 |
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Monte Carlo wavelets: a randomized approach to frame discretization abstract : oral Quantization sciencesconf.org:sampta2019:273031 |
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Multiplication-free coordinate descent iteration for l1-regularized least squares abstract : oral Compressed Sensing sciencesconf.org:sampta2019:273591 |
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Non-Gaussian Random Matrices on Sets: Optimal Tail Dependence and Applications abstract : oral Probabilistic Methods sciencesconf.org:sampta2019:273033 |
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Numerical computation of eigenspaces of spatio-spectral limiting on hypercubes abstract : oral Non-Euclidean Signal Processing (graphs, manifolds,...) sciencesconf.org:sampta2019:272689 |
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On cosine operator function framework of windowed Shannon sampling operators abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:272697 |
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On Identifiability in Unlimited Sampling abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:273587 |
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On the Reconstruction of a Class of Signals Bandlimited to a Disc abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:243464 |
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On the smoothness of dual windows for Gabor windows supported on [-1; 1] abstract : oral Gabor Analysis sciencesconf.org:sampta2019:273593 |
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On the Transferability of Spectral Graph Filters abstract : oral Non-Euclidean Signal Processing (graphs, manifolds,...) sciencesconf.org:sampta2019:272686 |
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One-Bit Compressed Sensing Using Smooth Measure of l0 Norm abstract : oral Quantization sciencesconf.org:sampta2019:273583 |
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Optimal Spline Generators for Derivative Sampling abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:272701 |
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Optimization in the construction of nearly cardinal and nearly symmetric wavelets abstract : oral Wavelets, Shearlets… sciencesconf.org:sampta2019:272690 |
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Parameter Instability Regimes in Sparse Proximal Denoising Programs abstract : oral Compressed Sensing sciencesconf.org:sampta2019:272657 |
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Phase Estimation from Noisy Data with Gaps abstract : oral Phase retrieval sciencesconf.org:sampta2019:273038 |
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Phase Retrieval for Wide Band Signals abstract : oral Phase retrieval sciencesconf.org:sampta2019:272651 |
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Phase retrieval from local correlation measurements with fixed shift length abstract : oral Phase retrieval sciencesconf.org:sampta2019:272661 |
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Phase transition for eigenvalues and recovery of rank one matrices abstract : oral Compressed Sensing sciencesconf.org:sampta2019:267370 |
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Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation abstract : oral Deep Learning sciencesconf.org:sampta2019:273041 |
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Random Gabor Multipliers and Compressive Sensing abstract : oral Compressed Sensing sciencesconf.org:sampta2019:273585 |
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Random Sampling for Bandlimited Signals on Product Graphs abstract : oral Non-Euclidean Signal Processing (graphs, manifolds,...) sciencesconf.org:sampta2019:273329 |
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Rearranged Fourier Series and Generalizations to Non-Commutative Groups abstract : oral Fourier Analysis sciencesconf.org:sampta2019:269800 |
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Riesz bases of exponentials for partitions of intervals abstract : oral Fourier Analysis sciencesconf.org:sampta2019:273643 |
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Sampling and reconstruction of graph signals: An overview of recent graph signal processing results abstract : oral Graph signal processing (invited) sciencesconf.org:sampta2019:269149 |
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Sampling on Hyperbolic Surfaces abstract : oral Non-Euclidean Signal Processing (graphs, manifolds,...) sciencesconf.org:sampta2019:273332 |
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Sampling on Hyperbolic Surfaces abstract : oral Other (primary: mathematics) sciencesconf.org:sampta2019:267714 |
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Sampling over spiraling curves abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:272652 |
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Signal transmission through an unidentified channel abstract : oral Gabor Analysis sciencesconf.org:sampta2019:272938 |
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Sparse synthesis regularization with deep neural networks abstract : oral Compressed Sensing sciencesconf.org:sampta2019:273043 |
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Sum-of-Squares Optimization and the Sparsity Structure of Equiangular Tight Frames abstract : oral Frame Theory sciencesconf.org:sampta2019:273588 |
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The Convolution Word is Tied to the Exponential Kernel Transforms. What is a Parallel Expression for the Other Transforms? abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:276215 |
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The dual approach to non-negative super-resolution: impact on primal reconstruction accuracy abstract : oral Super-resolution sciencesconf.org:sampta2019:273044 |
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The Solvability Complexity Index of Sampling-based Hilbert Transform Approximations abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:272943 |
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The Strohmer and Beaver Conjecture for Gaussian Gabor Systems - A Deep Mathematical Problem (?) abstract : oral Time-frequency analysis (invited) sciencesconf.org:sampta2019:267394 |
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Time encoding and perfect recovery of non-bandlimited signals with an integrate-and-fire system abstract : oral Sampling end Fourier Analysis sciencesconf.org:sampta2019:269796 |
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Time-Frequency Shift Invariance of Gabor Spaces abstract : oral Gabor Analysis sciencesconf.org:sampta2019:273589 |
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Towards a Regularity Theory for ReLU Networks - Chain Rule and Global Error Estimates abstract : oral Deep Learning sciencesconf.org:sampta2019:273594 |
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Trace Result of Shearlet Coorbit Spaces on Lines abstract : oral Wavelets, Shearlets… sciencesconf.org:sampta2019:273645 |
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Unfavorable structural properties of the set of neural networks with fixed architecture abstract : oral Deep Learning sciencesconf.org:sampta2019:269787 |
poster (23 documents )
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A directional periodic uncertainty principle abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267613 |
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A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267687 |
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Adapted Decimation on Finite Frames for Arbitrary Orders of Sigma-Delta Quantization abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267699 |
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Adaptive Rate EEG Signal Processing for Epileptic Seizure Detection abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267719 |
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Brain Activity Estimation using EEG-only Recordings Calibrated with joint EEG-fMRI Recordings using Compressive Sensing abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267703 |
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Compressive Sampling and Least Squares based Reconstruction of Correlated Signals abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267686 |
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Construction of Non-Uniform Parseval Wavelet Frames for L^2(R) via UEP abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267718 |
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Deterministic matrices with a restricted isometry property for partially structured sparse signals abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267683 |
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Frame Bounds for Gabor Frames in Finite Dimensions abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267637 |
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Lagrange interpolation of bandlimited functions on slowly increasing sequences abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:243028 |
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Near optimal polynomial regression on norming meshes abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:270207 |
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Network Tomography in Hyperbolic Space abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267715 |
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Nonuniform Sampling of Echoes of Light abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267691 |
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NP-hardness of L0 minimization problems: revision and extension to the non-negative setting abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267642 |
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On Column-Row Matrix Approximations abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:269210 |
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On Inferences from Completed Data abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267681 |
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On Kantorovich-type sampling operators abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267700 |
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Random Diffusion Representations abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267697 |
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Reconstructing high-dimensional Hilbert-valued functions via compressed sensing abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267707 |
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Recovery of a class of Binary Images from Fourier Samples abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267706 |
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Sampling and Recovery of Binary Shapes via Low-Rank structures abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267728 |
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Unitarization and Inversion Formula for the Radon Transform for Hyperbolic Motions abstract : poster Poster & Welcome Party sciencesconf.org:sampta2019:267680 |
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