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 |
Iterative Sketching for Secure Coded RegressionIEEE Journal on Selected Areas in Information Theory (JSAIT), 2023 |
Fast and Straggler-Tolerant Distributed SGD with Reduced Computation
LoadInternational Symposium on Information Theory (ISIT), 2023 |
Orthonormal Sketches for Secure Coded RegressionInternational Symposium on Information Theory (ISIT), 2022 |
On Gradient Coding with Partial RecoveryInternational Symposium on Information Theory (ISIT), 2021 |
Age-Based Coded Computation for Bias Reduction in Distributed LearningGlobal Communications Conference (GLOBECOM), 2020 |