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Mohammad Ali Maddah-Ali

Private, Augmentation-Robust and Task-Agnostic Data Valuation Approach for Data Marketplace

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Nov 01, 2024
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Coded Computing: A Learning-Theoretic Framework

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Jun 01, 2024
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NeRCC: Nested-Regression Coded Computing for Resilient Distributed Prediction Serving Systems

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Feb 08, 2024
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Byzantine-Resistant Secure Aggregation for Federated Learning Based on Coded Computing and Vector Commitment

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Feb 20, 2023
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SwiftAgg+: Achieving Asymptotically Optimal Communication Load in Secure Aggregation for Federated Learning

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Mar 24, 2022
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SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees

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Feb 08, 2022
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Optimal Communication-Computation Trade-Off in Heterogeneous Gradient Coding

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Mar 02, 2021
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Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing

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Sep 17, 2020
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A Hybrid-Order Distributed SGD Method for Non-Convex Optimization to Balance Communication Overhead, Computational Complexity, and Convergence Rate

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Mar 27, 2020
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Corella: A Private Multi Server Learning Approach based on Correlated Queries

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Mar 26, 2020
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