Details
Title
Gupta, Nirupam
Sciper ID
333688
Affiliated labs
DCL
Publications
Approximate Byzantine Fault-Tolerance in Distributed Optimization
Byzantine Fault-Tolerance in Decentralized Optimization under 2f-Redundancy
Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy
Byzantine Fault-Tolerant Distributed Machine Learning with Norm-Based Comparative Gradient Elimination
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
Iterative pre-conditioning for expediting the distributed gradient-descent method: The case of linear least-squares problem
On Preconditioning of Decentralized Gradient-Descent When Solving a System of Linear Equations
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity
See complete list of publications (15)
Byzantine Fault-Tolerance in Decentralized Optimization under 2f-Redundancy
Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy
Byzantine Fault-Tolerant Distributed Machine Learning with Norm-Based Comparative Gradient Elimination
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
Iterative pre-conditioning for expediting the distributed gradient-descent method: The case of linear least-squares problem
On Preconditioning of Decentralized Gradient-Descent When Solving a System of Linear Equations
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity
See complete list of publications (15)
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