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02/06/2023
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers
Differential replication through copying refers to the process of replic...
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05/27/2021
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems
Regression problems have been widely studied in machinelearning literatu...
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07/15/2020
Differential Replication in Machine Learning
When deployed in the wild, machine learning models are usually confronte...
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10/01/2019
Sampling Unknown Decision Functions to Build Classifier Copies
Copies have been proposed as a viable alternative to endow machine learn...
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03/05/2019
Copying Machine Learning Classifiers
We study model-agnostic copies of machine learning classifiers. We devel...
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11/19/2018