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Supersymmetric theory of stochastic dynamics

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Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

Nirupam Gupta

In this article, we study the problem of Byzantine fault-tolerance in a federated optimization setting, where there is a group of agents communicating with a centralized coordinator. We allow up to

f

Byzantine-faulty agents, which may not follow a prescr ...

Piscataway2023

Supersymmetric theory of stochastic dynamics

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Frustrated magnets in the limit of infinite dimensions: Dynamics and disorder-free glass transition

Quantitative convergence rates for scaling limit of SPDEs with transport noise

The elliptical Ornstein-Uhlenbeck process

Nonparametric estimation for SDE with sparsely sampled paths: An FDA perspective

Millimeter-wave to near-terahertz sensors based on reversible insulator-to-metal transition in VO2

On a Finite-Size Neuronal Population Equation

Peak Value-at-Risk Estimation for Stochastic Differential Equations using Occupation Measures

Dynamically Orthogonal Approximation for Stochastic Differential Equations

Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

Regularization of multiplicative SDEs through additive noise

Frustrated magnets in the limit of infinite dimensions: Dynamics and disorder-free glass transition

Quantitative convergence rates for scaling limit of SPDEs with transport noise

The elliptical Ornstein-Uhlenbeck process

Nonparametric estimation for SDE with sparsely sampled paths: An FDA perspective

On a Finite-Size Neuronal Population Equation

Dynamically Orthogonal Approximation for Stochastic Differential Equations

Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy

Regularization of multiplicative SDEs through additive noise

Peak Value-at-Risk Estimation for Stochastic Differential Equations using Occupation Measures

Millimeter-wave to near-terahertz sensors based on reversible insulator-to-metal transition in VO2