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Oriol Pujol

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Jordi Nin

> Home > Persons > Oriol Pujol

Publications

2023
[i14]
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  - journals/corr/abs-2302-02667
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Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol:
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. CoRR abs/2302.02667 (2023)
2021
[j42]
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  - journals/entropy/UncetaNP21
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Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication for Credit Scoring in Regulated Environments. Entropy 23(4): 407 (2021)
[c65]
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  - conf/mdai/MouganMNP21
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Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol:
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. MDAI 2021: 168-180
[i10]
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  - journals/corr/abs-2105-13783
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Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol:
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. CoRR abs/2105.13783 (2021)
2020
[j40]
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  - journals/access/UncetaNP20
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Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. IEEE Access 8: 160268-160284 (2020)
[j39]
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  - journals/entropy/UncetaNP20
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Irene Unceta, Jordi Nin, Oriol Pujol:
Environmental Adaptation and Differential Replication in Machine Learning. Entropy 22(10): 1122 (2020)
[c63]
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Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. MDAI 2020: 192-204
[i9]
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  - journals/corr/abs-2007-07981
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Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication in Machine Learning. CoRR abs/2007.07981 (2020)
2019
[c62]
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  - conf/ccia/UncetaNP19
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Irene Unceta, Jordi Nin, Oriol Pujol:
From Batch to Online Learning Using Copies. CCIA 2019: 125-134
[c60]
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  - conf/ibpria/UncetaNP19
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Irene Unceta, Jordi Nin, Oriol Pujol:
Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. IbPRIA (1) 2019: 182-193
[i8]
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  - journals/corr/abs-1903-01879
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Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. CoRR abs/1903.01879 (2019)
[i7]
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  - journals/corr/abs-1910-00237
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Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. CoRR abs/1910.00237 (2019)
2018
[i5]
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  - journals/corr/abs-1811-07698
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Irene Unceta, Jordi Nin, Oriol Pujol:
Towards Global Explanations for Credit Risk Scoring. CoRR abs/1811.07698 (2018)

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