Arash Behboodi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 74

Top Topics

Learning Algorithm

Generalization Error Bounds

Top Venues

Publications

Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi
Spatially Sparse Precoding in Wideband Hybrid Terahertz Massive MIMO Systems. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
An Information Theoretic Perspective on Conformal Prediction. CoRR (2024)
Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
Variational Learning ISTA. CoRR (2024)
Gianluigi Silvestri, Fabio Valerio Massoli, Tribhuvanesh Orekondy, Afshin Abdi, Arash Behboodi
Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems. CoRR (2024)
Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
Variational Learning ISTA. Trans. Mach. Learn. Res. 2024 (2024)
Fabio Valerio Massoli, Tim Bakker, Thomas Hehn, Tribhuvanesh Orekondy, Arash Behboodi
Simulating, Fast and Slow: Learning Policies for Black-Box Optimization. CoRR (2024)
Maximilian Arnold, Bence Major, Fabio Valerio Massoli, Joseph B. Soriaga, Arash Behboodi
Vision-Assisted Digital Twin Creation for mmWave Beam Management. CoRR (2024)
Thomas Hehn, Markus Peschl, Tribhuvanesh Orekondy, Arash Behboodi, Johann Brehmer
Probabilistic and Differentiable Wireless Simulation with Geometric Transformers. CoRR (2024)
Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach. CoRR (2023)
Thomas M. Hehn, Tribhuvanesh Orekondy, Ori Shental, Arash Behboodi, Juan Bucheli, Akash S. Doshi, June Namgoong, Taesang Yoo, Ashwin Sampath, Joseph B. Soriaga
Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps. GLOBECOM (2023)
Andrey Kuzmin, Markus Nagel, Mart van Baalen, Arash Behboodi, Tijmen Blankevoort
Pruning vs Quantization: Which is Better? NeurIPS (2023)
Andrey Kuzmin, Markus Nagel, Mart van Baalen, Arash Behboodi, Tijmen Blankevoort
Pruning vs Quantization: Which is Better? CoRR (2023)
Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi
Deep Learning-Based Channel Estimation for Wideband Hybrid MmWave Massive MIMO. IEEE Trans. Commun. 71 (6) (2023)
Geoffrey Ye Li, Yonina C. Eldar, Arash Behboodi, Guangyi Liu
Guest Editorial: Semantic Communications: Transmission Beyond Shannon. IEEE Commun. Mag. 61 (11) (2023)
Thomas M. Hehn, Tribhuvanesh Orekondy, Ori Shental, Arash Behboodi, Juan Bucheli, Akash S. Doshi, June Namgoong, Taesang Yoo, Ashwin Sampath, Joseph B. Soriaga
Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps. CoRR (2023)
Gabriele Cesa, Arash Behboodi
Algebraic Topological Networks via the Persistent Local Homology Sheaf. CoRR (2023)
Gabriele Cesa, Kumar Pratik, Arash Behboodi
Equivariant Self-supervised Deep Pose Estimation for Cryo EM. TAG-ML (2023)
Tribhuvanesh Orekondy, Kumar Pratik, Shreya Kadambi, Hao Ye, Joseph Soriaga, Arash Behboodi
WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations. ICLR (2023)
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
Equivariant Priors for Compressed Sensing with Unknown Orientation. CoRR (2022)
Tribhuvanesh Orekondy, Arash Behboodi, Joseph B. Soriaga
MIMO-GAN: Generative MIMO Channel Modeling. CoRR (2022)
Shreya Kadambi, Arash Behboodi, Joseph B. Soriaga, Max Welling, Roohollah Amiri, Srinivas Yerramalli, Taesang Yoo
Neural RF SLAM for unsupervised positioning and mapping with channel state information. CoRR (2022)
João Morais, Arash Behboodi, Hamed Pezeshki, Ahmed Alkhateeb
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are? CoRR (2022)
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
Equivariant Priors for compressed sensing with unknown orientation. ICML (2022)
Arash Behboodi, Gabriele Cesa, Taco Cohen
A PAC-Bayesian Generalization Bound for Equivariant Networks. CoRR (2022)
Tribhuvanesh Orekondy, Arash Behboodi, Joseph B. Soriaga
MIMO-GAN: Generative MIMO Channel Modeling. ICC (2022)
Andrey Kuzmin, Mart van Baalen, Markus Nagel, Arash Behboodi
Quantized Sparse Weight Decomposition for Neural Network Compression. CoRR (2022)
Hamed Pezeshki, Fabio Valerio Massoli, Arash Behboodi, Taesang Yoo, Arumugam Kannan, Mahmoud Taherzadeh Boroujeni, Qiaoyu Li, Tao Luo, Joseph B. Soriaga
Beyond Codebook-Based Analog Beamforming at mmWave: Compressed Sensing and Machine Learning Methods. GLOBECOM (2022)
Arash Behboodi, Gabriele Cesa, Taco S. Cohen
A PAC-Bayesian Generalization Bound for Equivariant Networks. NeurIPS (2022)
Daniel E. Worrall, Markus Peschl, Arash Behboodi, Roberto Bondesan
Learning Perturbations for Soft-Output Linear MIMO Demappers. CoRR (2022)
Shreya Kadambi, Arash Behboodi, Joseph B. Soriaga, Max Welling, Roohollah Amiri, Srinivas Yerramalli, Taesang Yoo
Neural RF SLAM for unsupervised positioning and mapping with channel state information. ICC (2022)
Gabriele Cesa, Arash Behboodi, Taco S. Cohen, Max Welling
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane. NeurIPS (2022)
Gouranga Charan, Umut Demirhan, João Morais, Arash Behboodi, Hamed Pezeshki, Ahmed Alkhateeb
Multi-Modal Beam Prediction Challenge 2022: Towards Generalization. CoRR (2022)
Daniel E. Worrall, Markus Peschl, Arash Behboodi, Roberto Bondesan
Learning Perturbations for Soft-Output Linear MIMO Demappers. GLOBECOM (2022)
Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi
Deep Learning-based Channel Estimation for Wideband Hybrid MmWave Massive MIMO. CoRR (2022)
Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi
Spatially Sparse Precoding in Wideband Hybrid Terahertz Massive MIMO Systems. CoRR (2022)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. GLOBECOM (2021)
Ekkehard Schnoor, Arash Behboodi, Holger Rauhut
Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks. CoRR (2021)
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking. CoRR (2021)
Milad Alizadeh, Arash Behboodi, Mart van Baalen, Christos Louizos, Tijmen Blankevoort, Max Welling
Gradient $\ell_1$ Regularization for Quantization Robustness. ICLR (2020)
Milad Alizadeh, Arash Behboodi, Mart van Baalen, Christos Louizos, Tijmen Blankevoort, Max Welling
Regularization for Quantization Robustness. CoRR (2020)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Tight bounds on the mutual coherence of sensing matrices for Wigner D-functions on regular grids. CoRR (2020)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group. IEEE Trans. Signal Process. 68 (2020)
Emilio Rafael Balda, Niklas Koep, Arash Behboodi, Rudolf Mathar
Adversarial Risk Bounds through Sparsity based Compression. AISTATS (2020)
Arash Behboodi, Holger Rauhut, Ekkehard Schnoor
Generalization bounds for deep thresholding networks. CoRR (2020)
Johannes Schmitz, Caspar von Lengerke, Nikita Airee, Arash Behboodi, Rudolf Mathar
A Deep Learning Wireless Transceiver with Fully Learned Modulation and Synchronization. ICC Workshops (2019)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group. CoRR (2019)
Emilio Rafael Balda, Arash Behboodi, Niklas Koep, Rudolf Mathar
Adversarial Risk Bounds for Neural Networks through Sparsity based Compression. CoRR (2019)
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On the Robustness of Support Vector Machines against Adversarial Examples. ICSPCS (2019)
Niklas Koep, Arash Behboodi, Rudolf Mathar
The Restricted Isometry Property of Block Diagonal Matrices for Group-Sparse Signal Recovery. CoRR (2019)
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks. CoRR (2019)
Filip Lemic, Arash Behboodi, Jeroen Famaey, Rudolf Mathar
Location-Based Discovery and Vertical Handover in Heterogeneous Low-Power Wide-Area Networks. IEEE Internet Things J. 6 (6) (2019)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression. IEEE Trans. Signal Process. 67 (23) (2019)
Niklas Koep, Arash Behboodi, Rudolf Mathar
The Group Restricted Isometry Property for Subgaussian Block Diagonal Matrices. ISIT (2019)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Signal Recovery from Phaseless Measurements of Spherical Harmonics Expansion. EUSIPCO (2019)
Niklas Koep, Arash Behboodi, Rudolf Mathar
Performance Analysis of One-bit Group-sparse Signal Reconstruction. ICASSP (2019)
Johannes Schmitz, Caspar von Lengerke, Nikita Airee, Arash Behboodi, Rudolf Mathar
A Deep Learning Wireless Transceiver with Fully Learned Modulation and Synchronization. CoRR (2019)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples. CoRR (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On Generation of Adversarial Examples using Convex Programming. ACSSC (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
An Information Theoretic View on Learning of Artificial Neural Networks. ICSPCS (2018)
Linchen Xiao, Arash Behboodi, Rudolf Mathar
Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization. CoRR (2018)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Coherence Bounds for Sensing Matrices in Spherical Harmonics Expansion. ICASSP (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On Generation of Adversarial Examples using Convex Programming. CoRR (2018)
Arash Behboodi, Gholamreza Alirezaei, Rudolf Mathar
On the discreteness of capacity-achieving distributions for the censored channel. ISIT (2017)
Sudarshan Sadananda, Arash Behboodi, Rudolf Mathar
Energy Saving in Heterogeneous Cellular Networks with User Classification. WSA (2017)
Filip Lemic, Arash Behboodi, Vlado Handziski, Anatolij Zubow, Adam Wolisz
Location-Based Decision-Making Mechanism for Device-to-Device Link Establishment. VTC Fall (2017)
Arash Behboodi, Filip Lemic, Adam Wolisz, Rudolf Mathar
Interference effect on the performance of fingerprinting localization. IPIN (2017)
Arash Behboodi, Filip Lemic, Adam Wolisz
Hypothesis Testing Based Model for Fingerprinting Localization Algorithms. VTC Spring (2017)
Linchen Xiao, Arash Behboodi, Rudolf Mathar
A deep learning approach to fingerprinting indoor localization solutions. ITNAC (2017)
Filip Lemic, Arash Behboodi, Vlado Handziski, Anatolij Zubow, Rudolf Mathar, Adam Wolisz
Location-based Mechanism for Positioning of a Mobile Relay. Q2SWinet@MSWiM (2017)
Hieu Le, Konstantin Miller, Arash Behboodi, Adam Wolisz
Layer approach for HTTP-based low-delay adaptive streaming in mobile networks. WoWMoM (2017)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Sparse recovery in Wigner-D basis expansion. CoRR (2016)
Arash Behboodi, Filip Lemic, Adam Wolisz
A Mathematical Model for Fingerprinting-based Localization Algorithms. CoRR (2016)
Arash Behboodi, Anas Chaaban, Rudolf Mathar, Mohamed-Slim Alouini
On full duplex Gaussian relay channels with self-interference. ISIT (2016)
Arya Bangun, Arash Behboodi, Rudolf Mathar
Sparse recovery in Wigner-D basis expansion. GlobalSIP (2016)
Filip Lemic, Arash Behboodi, Vlado Handziski, Adam Wolisz
Increasing Interference Robustness of WiFi Fingerprinting by Leveraging Spectrum Information. CIT/IUCC/DASC/PICom (2015)
Niklas Wirström, Arash Behboodi, Filip Lemic, Thiemo Voigt, Adam Wolisz
Localization Using Anonymous Measurements. DCOSS (2015)
Arash Behboodi, Pablo Piantanida
Mixed Noisy Network Coding and Cooperative Unicasting in Wireless Networks. IEEE Trans. Inf. Theory 61 (1) (2015)
Arash Behboodi, Niklas Wirström, Filip Lemic, Thiemo Voigt, Adam Wolisz
Interference Effect on Localization Solutions: Signal Feature Perspective. VTC Spring (2015)
Arash Behboodi
Oblivious lattice codes for Gaussian relay channels. ICC (2015)
Hieu Le, Arash Behboodi, Adam Wolisz
Quality driven resource allocation for adaptive video streaming in OFDMA uplink. PIMRC (2015)
Hieu Le, Arash Behboodi, Adam Wolisz
Dynamic Resource Allocation in OFDMA Uplink for MAI Mitigation and Throughput Improvement. VTC Fall (2014)
M. Onur Ergin, Vlado Handziski, Arash Behboodi, Adam Wolisz
Determining node sequence in a linear configuration. IPIN (2014)
Filip Lemic, Arash Behboodi, Vlado Handziski, Adam Wolisz
Experimental decomposition of the performance of fingerprinting-based localization algorithms. IPIN (2014)
Arash Behboodi, Pablo Piantanida
Mixed Noisy Network Coding. ISIT (2013)
Arash Behboodi, Pablo Piantanida
Cooperative Strategies for Simultaneous and Broadcast Relay Channels. IEEE Trans. Inf. Theory 59 (3) (2013)
Arash Behboodi, Pablo Piantanida
Mixed Noisy Network Coding and Cooperative Unicasting in Wireless Networks. CoRR (2013)
Arash Behboodi, Pablo Piantanida
Selective coding strategy for unicast composite networks. ISIT (2012)
Arash Behboodi, Pablo Piantanida
Selective Coding Strategy for Unicast Composite Networks CoRR (2012)
Arash Behboodi, Pablo Piantanida
Selective Coding Strategy for composite relay channels. ISCCSP (2012)
Arash Behboodi, Pablo Piantanida
On the asymptotic spectrum of the error probability of composite networks. ITW (2012)
Arash Behboodi, Pablo Piantanida
On the asymptotic error probability of composite relay channels. ISIT (2011)
Arash Behboodi, Pablo Piantanida
Cooperative Strategies for Simultaneous and Broadcast Relay Channels CoRR (2011)
Arash Behboodi, Pablo Piantanida
Broadcasting over the relay channel with oblivious cooperative strategy. Allerton (2010)
Arash Behboodi, Pablo Piantanida
Broadcasting over the Relay Channel with Oblivious Cooperative Strategy CoRR (2010)
Arash Behboodi, Pablo Piantanida
Capacity of a class of broadcast relay channels. ISIT (2010)
Arash Behboodi, Pablo Piantanida
On the simultaneous relay channel with collocated relay and destination nodes. WiOpt (2010)
Arash Behboodi, Pablo Piantanida
Capacity of a Class of Broadcast Relay Channels CoRR (2010)
Arash Behboodi, Pablo Piantanida
On the simultaneous relay channel with informed receivers. ISIT (2009)
Mohsen Baratvand, Mahmoud Tabandeh, Arash Behboodi, Ali Fotowat-Ahmady
Jitter-Buffer Management for VoIP over Wireless LAN in a Limited Resource Device. ICNS (2008)