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06/19/2023
Practical First-Order Bayesian Optimization Algorithms
First Order Bayesian Optimization (FOBO) is a sample efficient sequentia...
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03/21/2023
Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing
Bayesian Optimization (BO) is used to find the global optima of black bo...
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09/13/2021
Covert queueing problem with a Markovian statistic
Based on the covert communication framework, we consider a covert queuei...
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05/13/2021
Approximate Gradient Coding for Heterogeneous Nodes
In distributed machine learning (DML), the training data is distributed ...
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05/06/2021
Download time analysis for distributed storage systems with node failures
We consider a distributed storage system which stores several hot (popul...
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10/26/2020
Load balancing policies with server-side cancellation of replicas
Popular dispatching policies such as the join shortest queue (JSQ), join...
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04/06/2017
On the equivalence between multiclass processor sharing and random order scheduling policies
Consider a single server system serving a multiclass population. Some po...
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04/06/2017