Arash Behboodi

Christos Louizos

Trans. Mach. Learn. Res., 2024

Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems.

[BibT_eX]

[DOI]

Gianluigi Silvestri

Afshin Abdi

CoRR, 2024

Probabilistic and Differentiable Wireless Simulation with Geometric Transformers.

[BibT_eX]

[DOI]

Thomas Hehn

Markus Peschl

Johann Brehmer

CoRR, 2024

Simulating, Fast and Slow: Learning Policies for Black-Box Optimization.

[BibT_eX]

[DOI]

Tim Bakker

Thomas Hehn

CoRR, 2024

An Information Theoretic Perspective on Conformal Prediction.

[BibT_eX]

[DOI]

Alvaro H. C. Correia

Christos Louizos

CoRR, 2024

Unequal Message Protection: One-Shot analysis via Poisson Matching Lemma.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Vision-Assisted Digital Twin Creation for mmWave Beam Management.

[BibT_eX]

[DOI]

Maximilian Arnold

Bence Major

Joseph B. Soriaga

Proceedings of the IEEE International Conference on Communications, 2024

2023

Guest Editorial: Semantic Communications: Transmission Beyond Shannon.

[BibT_eX]

[DOI]

IEEE Commun. Mag., November, 2023

Deep Learning-Based Channel Estimation for Wideband Hybrid MmWave Massive MIMO.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2023

Algebraic Topological Networks via the Persistent Local Homology Sheaf.

[BibT_eX]

[DOI]

CoRR, 2023

Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach.

[BibT_eX]

[DOI]

Giovanni Luca Marchetti

Kumar Pratik

CoRR, 2023

Equivariant Self-supervised Deep Pose Estimation for Cryo EM.

[BibT_eX]

[DOI]

Kumar Pratik

Proceedings of the Topological, 2023

Pruning vs Quantization: Which is Better?

[BibT_eX]

[DOI]

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

WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps.

[BibT_eX]

[DOI]

Thomas M. Hehn

Proceedings of the IEEE Global Communications Conference, 2023

2022

Multi-Modal Beam Prediction Challenge 2022: Towards Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

Quantized Sparse Weight Decomposition for Neural Network Compression.

[BibT_eX]

[DOI]

CoRR, 2022

Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are?

[BibT_eX]

[DOI]

CoRR, 2022

On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A PAC-Bayesian Generalization Bound for Equivariant Networks.

[BibT_eX]

[DOI]

Taco S. Cohen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Equivariant Priors for compressed sensing with unknown orientation.

[BibT_eX]

[DOI]

Anna Kuzina

Kumar Pratik

Proceedings of the International Conference on Machine Learning, 2022

MIMO-GAN: Generative MIMO Channel Modeling.

[BibT_eX]

[DOI]

Joseph B. Soriaga

Proceedings of the IEEE International Conference on Communications, 2022

Neural RF SLAM for unsupervised positioning and mapping with channel state information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Learning Perturbations for Soft-Output Linear MIMO Demappers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Beyond Codebook-Based Analog Beamforming at mmWave: Compressed Sensing and Machine Learning Methods.

[BibT_eX]

[DOI]

Hamed Pezeshki

Mahmoud Taherzadeh Boroujeni

Taesang Yoo

Arumugam Kannan

Qiaoyu Li

Tao Luo

Joseph B. Soriaga

Proceedings of the IEEE Global Communications Conference, 2022

2021

Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks.

[BibT_eX]

[DOI]

Ekkehard Schnoor

Holger Rauhut

CoRR, 2021

Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Generalization bounds for deep thresholding networks.

[BibT_eX]

[DOI]

Holger Rauhut

Ekkehard Schnoor

CoRR, 2020

Tight bounds on the mutual coherence of sensing matrices for Wigner D-functions on regular grids.

[BibT_eX]

[DOI]

CoRR, 2020

Gradient 𝓁<sub>1</sub> Regularization for Quantization Robustness.

[BibT_eX]

[DOI]

CoRR, 2020

Gradient $\ell_1$ Regularization for Quantization Robustness.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Adversarial Risk Bounds through Sparsity based Compression.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Location-Based Discovery and Vertical Handover in Heterogeneous Low-Power Wide-Area Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Adversarial Risk Bounds for Neural Networks through Sparsity based Compression.

[BibT_eX]

[DOI]

CoRR, 2019

On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

The Restricted Isometry Property of Block Diagonal Matrices for Group-Sparse Signal Recovery.

[BibT_eX]

[DOI]

Niklas Koep

CoRR, 2019

The Group Restricted Isometry Property for Subgaussian Block Diagonal Matrices.

[BibT_eX]

[DOI]

Niklas Koep

Proceedings of the IEEE International Symposium on Information Theory, 2019

On the Robustness of Support Vector Machines against Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

A Deep Learning Wireless Transceiver with Fully Learned Modulation and Synchronization.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Performance Analysis of One-bit Group-sparse Signal Reconstruction.

[BibT_eX]

[DOI]

Niklas Koep

Proceedings of the IEEE International Conference on Acoustics, 2019

Signal Recovery from Phaseless Measurements of Spherical Harmonics Expansion.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2018

Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization.

[BibT_eX]

[DOI]

Linchen Xiao

CoRR, 2018

An Information Theoretic View on Learning of Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Signal Processing and Communication Systems, 2018

Coherence Bounds for Sensing Matrices in Spherical Harmonics Expansion.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On Generation of Adversarial Examples using Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Energy Saving in Heterogeneous Cellular Networks with User Classification.

[BibT_eX]

[DOI]

Sudarshan Sadananda

Proceedings of the WSA 2017, 2017

Layer approach for HTTP-based low-delay adaptive streaming in mobile networks.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Location-Based Decision-Making Mechanism for Device-to-Device Link Establishment.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Hypothesis Testing Based Model for Fingerprinting Localization Algorithms.

[BibT_eX]

[DOI]

Filip Lemic

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Location-based Mechanism for Positioning of a Mobile Relay.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2017

A deep learning approach to fingerprinting indoor localization solutions.

[BibT_eX]

[DOI]

Linchen Xiao

Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

On the discreteness of capacity-achieving distributions for the censored channel.

[BibT_eX]

[DOI]

Gholamreza Alirezaei

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Interference effect on the performance of fingerprinting localization.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

2016

A Mathematical Model for Fingerprinting-based Localization Algorithms.

[BibT_eX]

[DOI]

Filip Lemic

CoRR, 2016

On full duplex Gaussian relay channels with self-interference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Sparse recovery in Wigner-D basis expansion.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Mixed Noisy Network Coding and Cooperative Unicasting in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Interference Effect on Localization Solutions: Signal Feature Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Quality driven resource allocation for adaptive video streaming in OFDMA uplink.

[BibT_eX]

[DOI]

Hieu Le

Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

Oblivious lattice codes for Gaussian relay channels.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Localization Using Anonymous Measurements.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

Increasing Interference Robustness of WiFi Fingerprinting by Leveraging Spectrum Information.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

Dynamic Resource Allocation in OFDMA Uplink for MAI Mitigation and Throughput Improvement.

[BibT_eX]

[DOI]

Hieu Le

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Experimental decomposition of the performance of fingerprinting-based localization algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Determining node sequence in a linear configuration.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

2013

Cooperative Strategies for Simultaneous and Broadcast Relay Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Mixed Noisy Network Coding.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

On the asymptotic spectrum of the error probability of composite networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Selective coding strategy for unicast composite networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Selective Coding Strategy for composite relay channels.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on Communications, 2012

2011

On the asymptotic error probability of composite relay channels.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

On the simultaneous relay channel with collocated relay and destination nodes.

[BibT_eX]

[DOI]

Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Capacity of a class of broadcast relay channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Broadcasting over the relay channel with oblivious cooperative strategy.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

On the simultaneous relay channel with informed receivers.

[BibT_eX]

[DOI]