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12/26/2022
Characterizing and Modeling Control-Plane Traffic for Mobile Core Network
In this paper, we first carry out to our knowledge the first in-depth ch...
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06/04/2022
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
In this paper, we study the generalization performance of overparameteri...
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05/26/2022
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching
Recently, there have been significant interests in designing Graph Neura...
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08/25/2021
A Case for Sampling Based Learning Techniques in Coflow Scheduling
Coflow scheduling improves data-intensive application performance by imp...
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08/24/2021
The Case for Task Sampling based Learning for Cluster Job Scheduling
The ability to accurately estimate job runtime properties allows a sched...
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03/13/2021
Student-Teacher Learning from Clean Inputs to Noisy Inputs
Feature-based student-teacher learning, a training method that encourage...
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03/09/2021
On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models
In this paper, we study the generalization performance of min ℓ_2-norm o...
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02/23/2021
The Power of D-hops in Matching Power-Law Graphs
This paper studies seeded graph matching for power-law graphs. Assume th...
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04/08/2020
Graph Matching with Partially-Correct Seeds
The graph matching problem aims to find the latent vertex correspondence...
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02/02/2020
Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree
Recently, there have been significant interests in studying the generali...
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10/07/2019
Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market
This paper studies the duopoly competition between renewable energy supp...
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10/07/2019
Technical report for "Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market"
This paper studies the duopoly competition between renewable energy supp...
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07/03/2019
Technical report for "Virtual Energy Storage Sharing and Capacity Allocation"
Energy storage can play an important role in energy management of end us...
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05/30/2019
Information Source Detection with Limited Time Knowledge
This paper investigates the problem of utilizing network topology and pa...
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01/26/2019