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02/27/2021
Scalable federated machine learning with FEDn
Federated machine learning has great promise to overcome the input priva...
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01/29/2020
Smart Resource Management for Data Streaming using an Online Bin-packing Strategy
Data stream processing frameworks provide reliable and efficient mechani...
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08/15/2019
Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets
Conformal Prediction is a framework that produces prediction intervals b...
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08/07/2018
MaRe: Container-Based Parallel Computing with Data Locality
Application containers are emerging as key components in scientific proc...
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06/11/2018
Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction
Conformal Prediction is a machine learning methodology that produces val...
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05/16/2018
KubeNow: an On-Demand Cloud-Agnostic Platform for Microservices-Based Research Environments
Microservices platforms, such as Kubernetes, have received a great deal ...
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04/16/2018
conformalClassification: A Conformal Prediction R Package for Classification
The conformalClassification package implements Transductive Conformal Pr...
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03/29/2018