Eldar, Yonina C.

Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond

Liu, F., Cui, Y., Masouros, C., Xu, J., Han, T. X., Eldar, Y. C., & Buzzi, S. (2022) · IEEE Journal on Selected Areas in Communications

Radar Systems and Signal ProcessingAdvanced Wireless Communication Technologies

Cited by 3,857

Shrinkage Algorithms for MMSE Covariance Estimation

Chen, Y., Wiesel, A., Eldar, Y. C., & Hero, A. O. (2010) · IEEE Transactions on Signal Processing

Statistical Methods and InferenceDirection-of-Arrival Estimation Techniques

Cited by 567

Communication-efficient federated learning

Chen, M., Shlezinger, N., Poor, H. V., Eldar, Y. C., & Cui, S. (2021) · Proceedings of the National Academy of Sciences

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 397

Deep learning in ultrasound imaging

van Sloun, R. J. G., Cohen, R., & Eldar, Y. C. (2020) · Proceedings of the IEEE

Ultrasound Imaging and ElastographyPhotoacoustic and Ultrasonic Imaging

Cited by 316

UVeQFed: Universal Vector Quantization for Federated Learning

Shlezinger, N., Chen, M., Eldar, Y. C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Signal Processing

Privacy-Preserving Technologies in DataDistributed Sensor Networks and Detection Algorithms

Cited by 275

Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review

Kenner, B., Chari, S. T., Kelsen, D., Klimstra, D. S., Pandol, S. J., Rosenthal, M., Rustgi, A. K., Taylor, J. A., Yala, A., Abul-Husn, N., et al. (2021) · Pancreas

AI in cancer detectionPancreatic and Hepatic Oncology Research

Cited by 158

Communication-efficient distributed learning: An overview

Cao, X., Başar, T., Diggavi, S., Eldar, Y. C., Letaief, K. B., Poor, H. V., & Zhang, J. (2023) · IEEE Journal on Selected Areas in Communications

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 139

Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning

Jhunjhunwala, D., Gadhikar, A., Joshi, G., & Eldar, Y. C. (2021) · ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 126

Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification

Wang, S., Li, C., Ng, D. W. K., Eldar, Y. C., Poor, H. V., Hao, Q., & Xu, C. (2023) · IEEE Network

Privacy-Preserving Technologies in DataVehicular Ad Hoc Networks (VANETs)

Cited by 83

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

Aflalo, A., Bagon, S., Kashti, T., & Eldar, Y. (2023) · 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 53

HaTU-Net: Harmonic Attention Network for Automated Ovarian Ultrasound Quantification in Assisted Pregnancy

Singh, V. K., Yousef Kalafi, E., Cheah, E., Wang, S., Wang, J., Ozturk, A., Li, Q., Eldar, Y. C., Samir, A. E., & Kumar, V. (2022) · Diagnostics

Medical Image Segmentation TechniquesArtificial Intelligence in Healthcare and Education

Cited by 11