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08/14/2023
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks
Computational Fluid Dynamics (CFD) is widely used in different engineeri...
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05/02/2023
Automated Code generation for Information Technology Tasks in YAML through Large Language Models
The recent improvement in code generation capabilities due to the use of...
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04/20/2023
Avoiding methane emission rate underestimates when using the divergence method
Methane is a powerful greenhouse gas, and a primary target for mitigatin...
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09/23/2022
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret
Recently a multi-agent variant of the classical multi-armed bandit was p...
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07/22/2022
Fair Range k-center
We study the problem of fairness in k-centers clustering on data with di...
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11/24/2021
Enhanced monitoring of atmospheric methane from space with hierarchical Bayesian inference
Methane is a strong greenhouse gas, with a higher radiative forcing per ...
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05/31/2021
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error
Given a data set of size n in d'-dimensional Euclidean space, the k-mean...
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08/27/2020
Differentially Private Clustering via Maximum Coverage
This paper studies the problem of clustering in metric spaces while pres...
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09/03/2019
GrAALF:Supporting Graphical Analysis of Audit Logs for Forensics
System-call level audit logs often play a critical role in computer fore...
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07/27/2018