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05/18/2023
On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms
The problem of designing distributed optimization algorithms that are re...
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03/15/2023
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model
Model-based Reinforcement Learning (RL) integrates learning and planning...
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06/10/2020
On the Conditional Expectation of Mean Shifted Gaussian Distributions
In this paper, we consider a property of univariate Gaussian distributio...
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03/19/2020
Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions
The problem of distributed optimization requires a group of agents to re...
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04/20/2018
On the Location of the Minimizer of the Sum of Two Strongly Convex Functions
The problem of finding the minimizer of a sum of convex functions is cen...
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04/20/2018
