
Asynchronous Distributed Optimization with Redundancy in Cost Functions
This paper considers the problem of asynchronous distributed multiagent...
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Byzantine FaultTolerance in PeertoPeer Distributed GradientDescent
We consider the problem of Byzantine faulttolerance in the peertopeer...
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Approximate Byzantine FaultTolerance in Distributed Optimization
We consider the problem of Byzantine faulttolerance in distributed mult...
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Byzantine FaultTolerance in Decentralized Optimization under Minimal Redundancy
This paper considers the problem of Byzantine faulttolerance in multia...
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Byzantine FaultTolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and NormBased Comparative Gradient Elimination (CGE)
This report considers the problem of Byzantine faulttolerance in homoge...
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Asynchronous Byzantine Approximate Consensus in Directed Networks
In this work, we study the approximate consensus problem in asynchronous...
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A Private and FiniteTime Algorithm for Solving a Distributed System of Linear Equations
This paper studies a system of linear equations, denoted as Ax = b, whic...
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Preserving Statistical Privacy in Distributed Optimization
We propose a distributed optimization algorithm that, additionally, pres...
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Resilience in Collaborative Optimization: Redundant and Independent Cost Functions
This report considers the problem of Byzantine faulttolerance in multi...
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Improved Extension Protocols for Byzantine Broadcast and Agreement
Byzantine broadcast (BB) and Byzantine agreement (BA) are two most funda...
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Randomized Reactive Redundancy for Byzantine FaultTolerance in Parallelized Learning
This report considers the problem of Byzantine faulttolerance in synchr...
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Exact Byzantine Consensus on Arbitrary Directed Graphs under Local Broadcast Model
We consider Byzantine consensus in a synchronous system where nodes are ...
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Exact Byzantine Consensus on Undirected Graphs under Local Broadcast Model
This paper considers the Byzantine consensus problem for nodes with bina...
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Byzantine Fault Tolerant Distributed Linear Regression
This paper considers the problem of Byzantine fault tolerant distributed...
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Byzantine Consensus under Local Broadcast Model: Tight Sufficient Condition
In this work we consider Byzantine Consensus on undirected communication...
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Distributed Learning with Adversarial Agents Under Relaxed Network Condition
This work studies the problem of nonBayesian learning over multiagent ...
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Exact Byzantine Consensus Under LocalBroadcast Model
This paper considers the problem of achieving exact Byzantine consensus ...
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Optimal Record and Replay under Causal Consistency
We investigate the minimum record needed to replay executions of process...
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Global Stabilization for Causally Consistent Partial Replication
Causally consistent distributed storage systems have received significan...
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Asynchronous CrashTolerant Consensus in Directed Graphs: Randomization and Topology Knowledge
Consider a directed pointtopoint network. We are interested in the asy...
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Nitin H. Vaidya
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