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05/05/2023
Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-cell Mobile Edge Computing
The explosive development of the Internet of Things (IoT) has led to inc...
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02/21/2023
Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach
With the growth of neural network size, model compression has attracted ...
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10/18/2022
An Efficient Ratio Detector for Ambient Backscatter Communication
Ambient backscatter communication (AmBC) leverages the existing ambient ...
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09/24/2022
The Online Knapsack Problem with Departures
The online knapsack problem is a classic online resource allocation prob...
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09/15/2022
Online Combinatorial Auctions for Resource Allocation with Supply Costs and Capacity Limits
We study a general online combinatorial auction problem in algorithmic m...
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09/01/2022
Optimal Regularized Online Convex Allocation by Adaptive Re-Solving
This paper introduces a dual-based algorithm framework for solving the r...
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09/03/2021
Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems
This paper leverages machine-learned predictions to design competitive a...
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01/26/2021
Online Network Utility Maximization: Algorithm, Competitive Analysis, and Applications
We consider an online version of the well-studied network utility maximi...
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10/01/2020
Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging
We introduce and study a general version of the fractional online knapsa...
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05/18/2020
Delay-Aware Scheduling over mmWave/Sub-6 Dual Interfaces: A Reinforcement Learning Approach
We consider a transmitter with mmWave/sub6 dual interfaces. Due to the i...
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04/22/2020
Optimal Online Algorithms for One-Way Trading and Online Knapsack Problems: A Unified Competitive Analysis
We study two canonical online optimization problems under capacity/budge...
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04/20/2020
Mechanism Design for Online Resource Allocation: A Unified Approach
This paper concerns the mechanism design for online resource allocation ...
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10/22/2019
Parallel Stochastic Optimization Framework for Large-Scale Non-Convex Stochastic Problems
In this paper, we consider the problem of stochastic optimization, where...
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07/22/2017