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ORCID8th CAMSAP 2019: Le Gosier, Guadeloupe
- 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019, Le Gosier, Guadeloupe, December 15-18, 2019. IEEE 2019, ISBN 978-1-7281-5549-4
- Yifan Sun, Michael P. Friedlander:
One-shot atomic detection. 1-5 - Mengdi Gao, Jamie Haddock, Denali Molitor, Deanna Needell, Eli Sadovnik, Tyler Will, Runyu Zhang:
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling. 6-10 - Jérémy Payan
, Claude Jauffret, Annie-Claude Perez:
Maximization of the Fisher Information in PDA. 11-15 - Qiuwei Li, Xinshuo Yang, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. 16-20 - Tomer Hamam, Justin Romberg:
Second-Order Filtering Algorithm for Streaming Optimization Problems. 21-25 - David Hong, Laura Balzano, Jeffrey A. Fessler:
Probabilistic PCA for Heteroscedastic Data. 26-30 - Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, Zhi-Quan Luo:
Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set. 31-35 - Herbert Groll, Erich Zöchmann, Peter Gerstoft, Christoph F. Mecklenbräuker:
Global Robustness Characterization of DOA Estimators by Breakdown Detection. 36-40 - Kenneth R. Mills, Elias Aboutanios, Fauzia Ahmad:
Iterative Interpolated Beamforming for Exploiting Full Degrees-of-Freedom in DOA Estimation with Co-Prime Arrays. 41-45 - Zhengyu Wan, Wei Liu:
Non-Coherent DOA Estimation Based on a Dual-Array Structure Without Reference Signals. 46-50 - Sissi Xiaoxiao Wu, Anna Scaglione, Louis Scharf:
Decentralized Array Processing with Application to Cooperative Passive Radar. 51-55 - Tomas McKelvey:
Auto-Calibration of Co-Located Uniform Linear Array Antennas. 56-60 - Hassan Mortada, Olivier Rabaste, Jonathan Bosse:
Structured dictionary optimization: application to the modulated wideband converter. 61-65 - Khaled Ardah, Marius Pesavento, Martin Haardt:
A Novel Sensing Matrix Design for Compressed Sensing via Mutual Coherence Minimization. 66-70 - Ali Bereyhi, Ralf R. Müller:
An Adaptive Bayesian Framework for Recovery of Sources with Structured Sparsity. 71-75 - Maria Juhlin, Andreas Jakobsson:
Identifying Decaying Sinusoidal Modes Using Signed Measurements. 76-80 - Pulak Sarangi, Mehmet Can Hücümenoglu, Piya Pal:
Understanding Sample Complexities for Structured Signal Recovery from Non-Linear Measurements. 81-85 - Yucheng Zheng, M. Salman Asif:
Image and Depth Estimation with Mask-Based Lensless Cameras. 91-95 - Joana Frontera-Pons:
Hyperspectral Anomaly Detection on the Sphere. 101-105 - Samuel Pinilla, Claudia V. Correa P., Edwin Vargas, William Agudelo, Henry Arguello:
Salient Motion Detection for Spectral Video on the Compressive Domain. 106-110 - Nasser Eslahi, Alessandro Foi:
Joint Sparse Recovery of Misaligned Multimodal Images via Adaptive Local and Nonlocal Cross-Modal Regularization. 111-115 - Yahya Sattar, Samet Oymak:
A Simple Framework for Learning Stabilizable Systems. 116-120 - Gregory H. Canal, Matthew R. O'Shaughnessy, Christopher J. Rozell, Mark A. Davenport:
Joint Estimation of Trajectory and Dynamics from Paired Comparisons. 121-125 - Zhe Du, Necmiye Ozay, Laura Balzano:
Mode Clustering for Markov Jump Systems. 126-130 - Javier Zazo, Bahareh Tolooshams, Demba E. Ba:
Convolutional Dictionary Learning in Hierarchical Networks. 131-135 - Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell:
Dynamical System Implementations of Sparse Bayesian Learning. 136-140 - Emanuele Grossi, Marco Lops, Luca Venturino:
An Iterative Interference Cancellation Algorithm for Opportunistic Sensing in IEEE 802.11AD Networks. 141-145 - Shani Gat, Hagit Messer:
A Comparative Study of the Performance of Parameter Estimation of a 2-D Field Using Line- and Point-Projection Sensors. 146-150 - Gilles Monnoyer de Galland de Carnières, Thomas Feuillen, Laurent Jacques, Luc Vandendorpe:
Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars. 151-155 - Saeid Sedighi, Kumar Vijay Mishra, M. R. Bhavani Shankar, Björn E. Ottersten:
Localization Performance of 1-Bit Passive Radars in NB-IOT Applications. 156-160 - Yu Rong, Alex R. Chiriyath, Arindam Dutta, Daniel W. Bliss:
Active Breathing Suppression for Improved Sleep Monitoring Heartbeat Detection Using UWB Radar. 161-165 - André Ferrari, Cédric Richard, Louis Verduci:
Distributed Change Detection in Streaming Graph Signals. 166-170 - Stefan Vlaski, Ali H. Sayed:
Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization. 171-175 - Yani Zhang, Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir:
Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning. 176-180 - Brian Swenson, Soummya Kar, H. Vincent Poor, José M. F. Moura:
Distributed Global Optimization by Annealing. 181-185 - Zhixiong Yang, Waheed U. Bajwa:
PAC Learning from Distributed Data in the Presence of Malicious Nodes. 186-190 - François Vincent, Olivier Besson:
Subpixel Target Detection in Hyperspectral Imaging. 191-195 - Abderrahim Halimi, Philippe Ciuciu, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller:
Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. 196-200 - Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie:
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. 201-205 - Julián Tachella, Yoann Altmann, Stephen McLaughlin, Jean-Yves Tourneret:
Real-Time 3D Color Imaging with Single-Photon Lidar Data. 206-210 - Davis Gilton, Greg Ongie, Rebecca Willett:
Learned Patch-Based Regularization for Inverse Problems in Imaging. 211-215 - Mario Coutino, Sundeep Prabhakar Chepuri, Geert Leus:
Learning Sparse Hypergraphs from Dyadic Relational Data. 216-220 - Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Graph Neural Networks for Predicting Protein Functions. 221-225 - Rasoul Shafipour, Gonzalo Mateos:
Online Network Topology Inference with Partial Connectivity Informatio. 226-230 - Samuel Rey, Antonio G. Marques, Santiago Segarra:
An Underparametrized Deep Decoder Architecture for Graph Signals. 231-235 - Tianyi Liu, Minh Trinh-Hoang, Yang Yang, Marius Pesavento:
A Block Coordinate Descent Algorithm for Sparse Gaussian Graphical Model Inference with Laplacian Constraints. 236-240 - Seth Barrash, Yanning Shen, Georgios B. Giannakis:
Scalable and Adaptive KNN for Regression Over Graphs. 241-245 - Filip Elvander, Johan Swärd, Andreas Jakobsson:
Mismatched Estimation of Polynomially Damped Signals. 246-250 - Rui Zhou, Daniel P. Palomar:
Accelerating the Multivariate SKEW T Parameter Estimation. 251-255 - Yoni Eder, Koby Todros:
Measure-Transformed Two-Sample Hotelling Test. 256-260 - Nofar Noy, Yoav Wald, Gal Elidan, Ami Wiesel:
Robust multitask Elliptical Regression (ROMER). 261-265 - Emadaldin Mozafari-Majd, Visa Koivunen:
Robust, Sparse and Scalable Inference Using Bootstrap and Variable Selection Fusion. 271-275 - Andreas Brendel, Bracha Laufer-Goldshtein, Sharon Gannot, Walter Kellermann:
Learning-Based Acoustic Source Localization Using Directional Spectra. 276-280 - Alberto Testolin, Roee Diamant:
Underwater Acoustic Detection and Localization with a Convolutional Denoising Autoencoder. 281-285 - Koby Weisberg, Sharon Gannot:
Multiple Speaker Tracking Using Coupled HMM in the STFT Domain. 286-290 - Shoko Araki, Nobutaka Ono, Keisuke Kinoshita, Marc Delcroix:
Projection Back onto Filtered Observations for Speech Separation with Distributed Microphone Array. 291-295 - Ryan M. Corey, Matthew D. Skarha, Andrew C. Singer:
Cooperative Audio Source Separation and Enhancement Using Distributed Microphone Arrays and Wearable Devices. 296-300 - Janek Ebbers, Lukas Drude, Reinhold Haeb-Umbach, Andreas Brendel, Walter Kellermann:
Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks. 301-305 - Paul Rodríguez:
X-ray CT reconstruction via 𝓁0 gradient projection. 306-310 - Caroline Crockett, David Hong, Il Yong Chun, Jeffrey A. Fessler:
Incorporating Handcrafted Filters in Convolutional Analysis Operator Learning for Ill-Posed Inverse Problems. 316-320 - José Henrique de Morais Goulart, Laure Blanc-Féraud, E. Debreuve, Sebastien Schaub:
A Study on Tensor and Matrix Models for Super-Resolution Fluorescence Microscopy. 321-325 - Marica Pesce, Audrey Repetti, Yves Wiaux:
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling. 326-330 - Nicolas Gillis:
Successive Projection Algorithm Robust to Outliers. 331-335 - Julien Flamant, Sebastian Miron, David Brie:
Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging. 336-340 - Malik Tiomoko, Romain Couillet:
Estimation of Covariance Matrix Distances in the High Dimension Low Sample Size Regime. 341-345 - Yawei Li, Michael Fauß, Abdelhak M. Zoubir:
Logistic Regression with Robust Bootstrapping. 346-350 - Ashkan Kiani, Shahram ShahbazPanahi:
Resource Allocation for Two-Way Active Channels with Unequal Subchannel Noise Powers. 351-355 - Tsvi G. Dvorkind, Yonina C. Eldar:
Geolocation with Graph-Based Model Fitting. 356-360 - Naoya Hirosawa, Hiroki Iimori, Giuseppe Thadeu Freitas de Abreu, Koji Ishibashi:
Age-of-Information Minimization in Two-User Multiple Access Channel with Energy Harvesting. 361-365 - Nora Ouzir, Esa Ollila, Sergiy A. Vorobyov:
ML-based Motion Estimation in Ultrasound Images Using Heavy-tailed Noise Distributions. 366-370 - Emanuele Grossi, Marco Lops, Luca Venturino:
Spectrum-Sharing Between a Surveillance Radar and a MIMO Communication System in Cluttered Environments. 371-375 - David Sollberger, Raphael Garcia, Domenico Giardini, Matthias Grott, Thomas Haag, Troy L. Hudson, Philippe Lognonné, Jan ten Pierick, William Pike, Tilman Spohn, Simon C. Stähler, Cedric Schmelzbach, Peter Zweifel, Fredrik Andersson, Johan O. A. Robertsson, Sharon Kedar, William B. Banerdt, Nienke Brinkman, John Clinton, Martin van Driel:
Sparse Reconstruction of Aliased Seismic Signals Recorded During the Insight Mars Mission. 376-380 - Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. 381-385 - Jonathan Helland, Michael B. Wakin, Gongguo Tang:
A Super-Resolution Algorithm for Extended Target Localization. 386-390 - Maha Abdelkhalek, Souheib Ben Amor, Sofiène Affes:
Blind Maximum Likelihood Jade in Multipath Environement Using Importance Sampling. 391-395 - Arvind Prasadan, Asad Lodhia, Raj Rao Nadakuditi:
Phase Transitions in the Dynamic Mode Decomposition Algorithm. 396-400 - Romain Couillet:
A Random Matrix Analysis and Optimization Framework to Large Dimensional Transfer Learning. 401-404 - Pascal Vallet, Guillaume Ginolhac, Frédéric Pascal, Philippe Forster:
Performance Analysis of a Low-Rank Detector Under Training Data Contamination. 405-409 - David Schenck, Hoang Xavier Mestre, Marius Pesavento:
Probability of Resolution of Partially Relaxed DML an Asymptotic Approach. 410-414 - Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
Phase transition in the hard-margin support vector machines. 415-419 - Romain Couillet:
High Dimensional Robust Classification: A Random Matrix Analysis. 420-424 - Marcus Carlsson, Jean-Yves Tourneret, Herwig Wendt:
Unbiased Group-Sparsity Sensing Using Quadratic Envelopes. 425-429 - Barbara Pilastre, Jean-Yves Tourneret, Stéphane D'Escrivan, Loïc Boussouf:
Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition. 430-434 - Gustavo Silva, Paul Rodríguez:
Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling. 435-439 - Yuneisy E. Garcia Guzman, Michael Lunglmayr:
Sparse Cyclic Coordinate Descent for Efficient Frequency Estimation. 440-444 - Nelson Diaz, C. Noriega-Wandurraga, Adrian Basarab, Jean-Yves Tourneret, Henry Arguello:
Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing. 445-449 - Jérôme Bobin, Fabio Acero, Adrien Picquenot:
Metric Learning for Semi-Supervised Sparse Source Separation with Spectral Examples. 450-454 - Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTEN: Online Compression-Based Tensor Decomposition. 455-459 - Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie:
Uniqueness of Tensor Train Decomposition with Linear Dependencies. 460-464 - Fatemeh Sheikholeslami, Georgios B. Giannakis:
Structured Egonet Tensors for Robust Node Embedding. 465-469 - Guoyong Zhang, Xiao Fu, Kejun Huang, Jun Wang:
Hyperspectral Super-Resolution: A Coupled Nonnegative Block-Term Tensor Decomposition Approach. 470-474 - Stijn Hendrikx, Martijn Boussé, Nico Vervliet, Lieven De Lathauwer:
Algebraic and Optimization Based Algorithms for Multivariate Regression Using Symmetric Tensor Decomposition. 475-479 - Huikang Liu, Ruiyuan Wu, Wing-Kin Ma:
Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution? 480-484 - Jinming Xu, Ying Sun, Ye Tian, Gesualdo Scutari:
A Unified Contraction Analysis of a Class of Distributed Algorithms for Composite Optimization. 485-489 - Christoph Manss, Dmitriy Shutin, Alberto Viseras, Geert Leus:
Coordination Methods for Entropy-Based Multi-Agent Exploration Under Sparsity Constraints. 490-494 - Ashkan Moradi, Naveen K. D. Venkategowda, Stefan Werner:
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 495-499 - Michael Weylandt:
Multi-Rank Sparse and Functional PCA Manifold Optimization and Iterative Deflation Techniques. 500-504 - Michael Kowalski, Yaakov Bar-Shalom, Peter Willett, Tim Fair:
Unbiased Conversion of Passive Sensor Measurements. 505-509 - Maobiao Yang, Antonio De Maio, Yongwei Huang:
Efficient Algorithms for Robust Factored Radar STAP. 510-514 - Jialun Zhou, Salem Said, Yannick Berthoumieu:
Online estimation of MGGD: the Riemannian Averaged Natural Gradient method. 515-519 - Ofir Krauz, Joseph Tabrikian:
Detection of Modeling Misspecification Using Cross-Entropy Test. 520-524 - Lucien Bacharach, Jérôme Galy, Éric Chaumette, François Vincent, Alexandre Renaux, Mohammed Nabil El Korso:
An Example of Non-Standard Behavior of a Maximum Likelihood Estimator in the Large Sample Regime. 525-529 - Tales Imbiriba, Gerald LaMountain, Peng Wu, Deniz Erdogmus, Pau Closas:
Change Detection and Gaussian Process Inference in Piecewise Stationary Environments Under Noisy Inputs. 530-534 - Arnaud Breloy, Esa Ollila, Frédéric Pascal:
Spectral Shrinkage of Tyler's $M$-Estimator of Covariance Matrix. 535-538 - Peter K. Willett, Terrence L. Ogle, W. D. Blair, Paul Miceli, Stefano Maranò:
Testing Unbiasedness of Testing a Sequence of Tests. 539-543 - Yunshi Huang, Emilie Chouzenoux, Víctor Elvira:
Particle Filtering for Online Space-Varying Blur Identification. 544-548 - Emil Björnson, Luca Sanguinetti:
Demystifying the Power Scaling Law of Intelligent Reflecting Surfaces and Metasurfaces. 549-553 - Carmen D'Andrea, Alessio Zappone, Stefano Buzzi, Mérouane Debbah:
Uplink Power Control in Cell-Free Massive MIMO via Deep Learning. 554-558 - Juan Vidal Alegría, Fredrik Rusek:
Achievable Rate with Correlated Hardware Impairments in Large Intelligent Surfaces. 559-563 - Abolfazl Amiri, Carles Navarro i Manchon, Elisabeth de Carvalho:
A Message Passing Based Receiver for Extra-Large Scale MIMO. 564-568 - Stéphane Jaffard, Stéphane Seuret, Herwig Wendt, Patrice Abry, Roberto F. Leonarduzzi:
A multivariate multifractal analysis of lacunary wavelet series. 569-573 - B. Cooper Boniece, Herwig Wendt, Gustavo Didier, Patrice Abry:
Wavelet-Based Detection and Estimation of Fractional Lévy Signals in High Dimensions. 574-578 - Zhenyu Liao, Romain Couillet:
On Inner-Product Kernels of High Dimensional Data. 579-583 - Marie-Christine Düker, Vladas Pipiras:
Asymptotic results for multivariate local Whittle estimation with applications. 584-588 - Razgar Rahimi, Shahram ShahbazPanahi, Björn E. Ottersten:
Equivalency of MSE- and Rate-Constrained Power Optimization Methods for Distributed Beamforming. 589-593 - Daniel C. Araújo, André L. F. de Almeida:
Beam Management Solution Using Q-Learning Framework. 594-598 - Razvan-Andrei Stoica, Hiroki Iimori, Giuseppe Thadeu Freitas de Abreu:
Multiuser Detection for Large Massively Concurrent NOMA Systems via Fractional Programming. 599-603 - Xin Zheng, Ganapati Hegde, Marius Pesavento:
Interference Exploitation-Based Hybrid Precoding with Low-Resolution DACs. 604-608 - Sara Pérez-Vieites, Jordi Vilà-Valls, Mónica F. Bugallo, Joaquín Míguez, Pau Closas:
Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering. 609-613 - François Septier, Tomoko Matsui:
A Robust High-Dimensional Bayesian Filter: THE Stochastic GH-GEnKF. 614-618 - Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric:
Adaptive importance sampling supported by a variational auto-encoder. 619-623 - Yousef El-Laham, Víctor Elvira, Mónica F. Bugallo:
Recursive Shrinkage Covariance Learning in Adaptive Importance Sampling. 624-628 - Joaquín Míguez, Lucas Lacasa, José A. Martí nez-Ordóñer, Inés P. Mariño:
Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo. 629-633 - Soumyasundar Pal, Mark Coates:
Particle Flow Particle Filter using Gromov's method. 634-638 - Marc Lelarge, Léo Miolane:
Asymptotic Bayes Risk for Gaussian Mixture in a Semi-Supervised Setting. 639-643 - Jean Barbier:
Concentration of the Matrix-Valued Minimum Mean-Square Error in Optimal Bayesian Inference. 644-648 - Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová:
Blind Calibration for Sparse Regression: A State Evolution Analysis. 649-653 - Galen Reeves, Jiaming Xu, Ilias Zadik:
All-or-Nothing Phenomena: From Single-Letter to High Dimensions. 654-658 - Peter John-Baptiste, Graeme E. Smith, Aaron M. Jones, Trevor J. Bihl:
Rapid Waveform Design Through Machine Learning. 659-663 - Gyuyeol Kong, Visa Koivunen:
Radar Waveform Recognition Using Fourier-Based Synchrosqueezing Transform and CNN. 664-668 - Bruno Mériaux, Arnaud Breloy, Chengfang Ren, Mohammed Nabil El Korso, Philippe Forster:
Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter. 669-673 - Lisa Dawel, Ann-Kathrin Seifert, Michael Muma, Abdelhak M. Zoubir:
A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-Based Gait Analysis. 674-678 - Cosme Louart, Romain Couillet:
A Concentration of Measure Perspective to Robust Statistics. 679-683 - Violeta Roizman, Gordana Draskovic, Frédéric Pascal:
A new clustering algorithm for PolSAR images segmentation. 684-688 - Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer:
Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. 689-693 - Arun Kadavankandy, Romain Couillet:
Asymptotic Gaussian Fluctuations of Spectral Clustering Eigenvectors. 694-698 - Heather Mathews, Vaishakhi Mayya, Alexander Volfovsky, Galen Reeves:
Gaussian Mixture Models for Stochastic Block Models with Non-Vanishing Noise. 699-703 - Kareth León López, Edwin Vargas, Fernando Rojas Morales, Henry Arguello:
Higher-Order Tensor Sparse Representation for Video-Rate Coded Aperture Snapshot Spectral Image Reconstruction. 704-708 - Florence Regol, Soumyasundar Pal, Mark Coates:
Node Copying for Protection Against Graph Neural Network Topology Attacks. 709-713 - Bruno Sokal, Martin Haardt, André L. F. de Almeida:
Semi-Blind Receiver for Two-Hop MIMO Relaying Systems via Selective Kronecker Product Modeling. 714-718
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