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10/22/2021
Projection-Free Algorithm for Stochastic Bi-level Optimization
This work presents the first projection-free algorithm to solve stochast...
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02/03/2021
Optimizing QoS for Erasure-Coded Wireless Data Centers
Cloud computing facilitates the access of applications and data from any...
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12/17/2020
Stochastic Compositional Gradient Descent under Compositional constraints
This work studies constrained stochastic optimization problems where the...
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05/25/2020
Dynamic Cache Management In Content Delivery Networks
The importance of content delivery networks (CDN) continues to rise with...
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07/20/2019
Optimal Design of Queuing Systems via Compositional Stochastic Programming
Well-designed queuing systems form the backbone of modern communications...
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10/08/2018