Sundeep Prabhakar Chepuri

George C. Alexandropoulos

Nir Shlezinger

Fan Liu

Stefano Buzzi

Yonina C. Eldar

IEEE Signal Process. Mag., September, 2023

Channel-Aware Placement of Active and Passive Elements in Hybrid RIS-Assisted MISO Systems.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., July, 2023

Spectrum Surveying: Active Radio Map Estimation With Autonomous UAVs.

[BibT_eX]

[DOI]

Raju Shrestha

Daniel Romero

IEEE Trans. Wirel. Commun., 2023

Self-Calibration of Acoustic Scalar and Vector Sensor Arrays.

[BibT_eX]

[DOI]

Daniel Fernández Comesaña

IEEE Trans. Signal Process., 2023

Learning to Precode for Integrated Sensing and Communications Systems.

[BibT_eX]

[DOI]

Sidharth S. Nair

CoRR, 2023

Optimal Placement of Active and Passive Elements in Hybrid RIS-assisted Communication Systems.

[BibT_eX]

[DOI]

CoRR, 2023

TopoSRL: Topology preserving self-supervised Simplicial Representation Learning.

[BibT_eX]

[DOI]

Hiren Madhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Decentralized Stochastic Projection-Free Learning with Compressed Push-Sum.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Quantized Precoding and RIS-Assisted Modulation for Integrated Sensing and Communications Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning to Precode for Integrated Sensing and Communication Systems.

[BibT_eX]

[DOI]

Sidharth S. Nair

Thummaluru Siddartha Reddy

Proceedings of the 31st European Signal Processing Conference, 2023

Clustering with Simplicial Complexes.

[BibT_eX]

[DOI]

Pierre Borgnat

Proceedings of the 31st European Signal Processing Conference, 2023

Product Graph Gaussian Processes for Multi-Domain Data Imputation and Active Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Coded Aperture Radar Imaging Using Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Gaussian Processes for Edge Flow Prediction with Active Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Channel Estimation in MIMO Systems With One-Bit Spatial Sigma-Delta ADCs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Generative Models and Learning Algorithms for Core-Periphery Structured Graphs.

[BibT_eX]

[DOI]

CoRR, 2022

Beamforming in Integrated Sensing and Communication Systems with Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Yonina C. Eldar

CoRR, 2022

A computational approach to drug repurposing using graph neural networks.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Learning Sparse Graphs with a Core-Periphery Structure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Beamforming in Hybrid RIS assisted Integrated Sensing and Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Distributed Denoising over Simplicial Complexes using Chebyshev Polynomial Approximation.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Identifying Core-Periphery Structures Using Graph Neural Networks.

[BibT_eX]

[DOI]

Rajat Kumar

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Speeding up the Frank-Wolfe method using the Orthogonal Jacobi polynomials.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Product Graph Learning From Multi-Domain Data With Sparsity and Rank Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Variational graph autoencoders for multiview canonical correlation analysis.

[BibT_eX]

[DOI]

Yacouba Kaloga

Pierre Borgnat

Patrice Abry

Amaury Habrard

Signal Process., 2021

Faster Rates for the Frank-Wolfe Algorithm Using Jacobi Polynomials.

[BibT_eX]

[DOI]

CoRR, 2021

Joint Communication and Radar Sensing with Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Battu Deepak

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Millimeter Wave MIMO Channel Estimation with 1-bit Spatial Sigma-Delta Analog-to-Digital Converters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Multiview Variational Graph Autoencoders for Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Yacouba Kaloga

Pierre Borgnat

Komal Krishna Mogilipalepu

Patrice Abry

Amaury Habrard

Proceedings of the IEEE International Conference on Acoustics, 2021

Federated Deep Unfolding for Sparse Recovery.

[BibT_eX]

[DOI]

Sumanth Kumar Modukuri

Amarlingam Madapu

Proceedings of the 29th European Signal Processing Conference, 2021

Learning Multi-layer Graphs and a Common Representation for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Tensor Canonical Correlation Analysis on Graphs.

[BibT_eX]

[DOI]

Siddartha Reddy

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Learning a Partial Graph and the Nyström Extension for Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Hybrid Beamforming for Active Sensing Using Sparse Arrays.

[BibT_eX]

[DOI]

Robin Rajamäki

Visa Koivunen

IEEE Trans. Signal Process., 2020

Joint channel and Doppler estimation for OSDM underwater acoustic communications.

[BibT_eX]

[DOI]

Jing Han

Signal Process., 2020

Sensor placement and resource allocation for energy harvesting IoT networks.

[BibT_eX]

[DOI]

Osama M. Bushnaq

Anas Chaaban

Tareq Y. Al-Naffouri

Digit. Signal Process., 2020

Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing.

[BibT_eX]

[DOI]

CoRR, 2020

Channel Estimation in Reconfigurable Intelligent Surface Assisted mmWave MIMO Systems.

[BibT_eX]

[DOI]

Battu Deepak

CoRR, 2020

Graph Learning for Clustering Multi-view Data.

[BibT_eX]

[DOI]

CoRR, 2020

Fast Spectral Approximation of Structured Graphs with Applications to Graph Filtering.

[BibT_eX]

[DOI]

Takanori Maehara

Algorithms, 2020

Aerial Spectrum Surveying: Radio Map Estimation with Autonomous UAVs.

[BibT_eX]

[DOI]

Daniel Romero

Raju Shrestha

Yves Teganya

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Generative Adversarial Networks for Graph Data Imputation from Signed Observations.

[BibT_eX]

[DOI]

Amarlingam Madapu

Santiago Segarra

Antonio G. Marques

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Product Graphs from Multidomain Signals.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Sparse Antenna and Pulse Placement for Colocated MIMO Radar.

[BibT_eX]

[DOI]

Ehsan Tohidi

Hamid Behroozi

Mohammad Mahdi Nayebi

IEEE Trans. Signal Process., 2019

Sparse Sampling for Inverse Problems With Tensors.

[BibT_eX]

[DOI]

Guillermo Ortiz-Jiménez

IEEE Trans. Signal Process., 2019

Blind Calibration of Sparse Arrays for DOA Estimation with Analog and One-bit Measurements.

[BibT_eX]

[DOI]

Daniel Fernández Comesaña

Proceedings of the IEEE International Conference on Acoustics, 2019

Sampling and Reconstruction of Diffusive Fields on Graphs.

[BibT_eX]

[DOI]

Siddartha Reddy

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Learning Sparse Hypergraphs from Dyadic Relational Data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Blind Sensor Array Calibration and Doa Estimation of Broadband Sources.

[BibT_eX]

[DOI]

Daniel Fernández Comesaña

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Analog Beamforming For Active Imaging Using Sparse Arrays.

[BibT_eX]

[DOI]

Robin Rajamäki

Visa Koivunen

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Fast Graph Convolutional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Submodular Sparse Sensing for Gaussian Detection With Correlated Observations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Microphone Subset Selection for MVDR Beamformer Based Noise Reduction.

[BibT_eX]

[DOI]

Jie Zhang

Richard Christian Hendriks

Richard Heusdens

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Factor Analysis From Quadratic Sampling.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Dynamic Transmit Power Allocation for Distributed Mimo Radar Target Detection.

[BibT_eX]

[DOI]

Tuomas Aittomäki

Visa Koivunen

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Blind Calibration for Acoustic Vector Sensor Arrays.

[BibT_eX]

[DOI]

Daniel Fernandez Comesana

Graciano Carrillo Pousa

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Subset Selection for Kernel-Based Signal Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Graph Sampling with and Without Input Priors.

[BibT_eX]

[DOI]

Yonina C. Eldar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Analytical Graph Identification.

[BibT_eX]

[DOI]

Antonio G. Marques

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sampling and Reconstruction of Signals on Product Graphs.

[BibT_eX]

[DOI]

Guillermo Ortiz-Jiménez

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Sparsest Network Support Estimation: A Submodular Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017

Graph Sampling for Covariance Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2017

Distributed sensor selection for field estimation.

[BibT_eX]

[DOI]

Sijia Liu

Alfred O. Hero III

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Learning sparse graphs under smoothness prior.

[BibT_eX]

[DOI]

Sijia Liu

Alfred O. Hero III

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Near-optimal greedy sensor selection for MVDR beamforming with modular budget constraint.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Joint sensor placement and power rating selection in energy harvesting wireless sensor networks.

[BibT_eX]

[DOI]

Osama M. Bushnaq

Tareq Y. Al-Naffouri

Proceedings of the 25th European Signal Processing Conference, 2017

DOA estimation and beamforming using spatially under-sampled AVS arrays.

[BibT_eX]

[DOI]

N. R. Krishnaprasad

Daniel Fernandez Comesana

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Sparse sensing for composite matched subspace detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Sparse Sensing for Statistical Inference: Theory, Algorithms, and Applications.

[BibT_eX]

[DOI]

PhD thesis, 2016

Sensor Selection for Estimation with Correlated Measurement Noise.

[BibT_eX]

[DOI]

Sijia Liu

IEEE Trans. Signal Process., 2016

Sparse Sensing for Distributed Detection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Robust Censoring Using Metropolis-Hastings Sampling.

[BibT_eX]

[DOI]

Georg Kail

IEEE J. Sel. Top. Signal Process., 2016

Sparse Sensing for Statistical Inference.

[BibT_eX]

[DOI]

Found. Trends Signal Process., 2016

Subsampling for graph power spectrum estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Towards multi-rigid body localization.

[BibT_eX]

[DOI]

Andrea Pizzo

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Subgraph detection using graph signals.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Channel Measurements and Modeling for a 60 GHz Wireless Link Within a Metal Cabinet.

[BibT_eX]

[DOI]

Seyran Khademi

Zoubir Irahhauten

Gerard J. M. Janssen

IEEE Trans. Wirel. Commun., 2015

Sparsity-Promoting Sensor Selection for Non-Linear Measurement Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Continuous Sensor Placement.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Robust censoring for linear inverse problems.

[BibT_eX]

[DOI]

Georg Kail

Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Sparse sensing for distributed gaussian detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

DOA estimation using sparse vector sensor arrays.

[BibT_eX]

[DOI]

Shilpa Rao

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Greedy sensor selection for non-linear models.

[BibT_eX]

[DOI]

Shilpa Rao

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Big data sketching with model mismatch.

[BibT_eX]

[DOI]

Yu Zhang

Georgios B. Giannakis

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Sparse sensing for estimation with correlated observations.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Rigid Body Localization Using Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Near-field source localization: Sparse recovery techniques and grid matching.

[BibT_eX]

[DOI]

Keke Hu

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Sparsity-promoting adaptive sensor selection for non-linear filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Compression schemes for time-varying sparse signals.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Joint Clock Synchronization and Ranging: Asymmetrical Time-Stamping and Passive Listening.

[BibT_eX]

[DOI]

Raj Thilak Rajan

IEEE Signal Process. Lett., 2013

Optimization of hard fusion based spectrum sensing for energy-constrained cognitive radio networks.

[BibT_eX]

[DOI]

Sina Maleki

Phys. Commun., 2013

60 GHz Wireless Link Within Metal Enclosures: Channel Measurements and System Analysis.

[BibT_eX]

[DOI]

Seyran Khademi

Zoubir Irahhauten

Gerard J. M. Janssen

CoRR, 2013

Rigid Body Localization Using Sensor Networks: Position and Orientation Estimation.

[BibT_eX]

[DOI]

CoRR, 2013

Zero-forcing pre-equalization with transmit antenna selection in MIMO systems.

[BibT_eX]

[DOI]

Seyran Khademi

Proceedings of the IEEE International Conference on Acoustics, 2013

Position and orientation estimation of a rigid body: Rigid body localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Sparsity-exploiting anchor placement for localization in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Sparsity-enforcing sensor selection for DOA estimation.

[BibT_eX]

[DOI]

Venkat Roy

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Tracking position and orientation of a mobile rigid body.

[BibT_eX]

[DOI]

Andrea Simonetto

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Multiple hypothesis testing for compressive wideband sensing.

[BibT_eX]

[DOI]

Ruben de Francisco

Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Low-power architecture for wideband spectrum sensing.

[BibT_eX]

[DOI]

Ruben de Francisco

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Joint localization and clock synchronization for wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Optimal hard fusion strategies for cognitive radio networks.

[BibT_eX]

[DOI]

Sina Maleki

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Performance evaluation of an IEEE 802.15.4 cognitive radio link in the 2360-2400 MHz band.

[BibT_eX]

[DOI]

Ruben de Francisco