Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix
Computations at the EdgeIEEE Internet of Things Journal (IEEE IoT J.), 2024 |
Approximated Coded Computing: Towards Fast, Private and Secure
Distributed Machine LearningIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2024 |
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-OffIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 |
Coded Computation across Shared Heterogeneous Workers with Communication
DelayIEEE Transactions on Signal Processing (IEEE TSP), 2021 |
Flexible Distributed Matrix MultiplicationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 |
Bivariate Polynomial Codes for Secure Distributed Matrix MultiplicationIEEE Journal on Selected Areas in Communications (JSAC), 2021 |
Gradient Coding with Dynamic Clustering for Straggler-Tolerant
Distributed LearningIEEE Transactions on Communications (IEEE Trans. Commun.), 2021 |