Concepedia

Ignacio Serna

IS

9

Publications

227

Citations

9

H-Index

2019

Active since

Affiliations

Universidad Autónoma de Madrid(Current)

Max Planck Institute for Human Development

Ignacio Serna is an author at Universidad Autónoma de Madrid specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionBiometricsDeep LearningComputer VisionImage AnalysisAlgorithmic Fairness

Publications per year

2019–2023

9

Publications

9

Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning

Ignacio Serna, Aythami Morales, Julián Fiérrez et al. · Artificial Intelligence · 2022 · 76 citations · Full text

Engineering, Machine Learning, Biometrics +19

Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment

Alejandro Peña, Ignacio Serna, Aythami Morales et al. · SN Computer Science · 2023 · 42 citations · Full text

Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics

Ignacio Serna, Aythami Morales, Julián Fiérrez et al. · MPG.PuRe (Max Planck Society) · 2019 · 28 citations · Full text

Engineering, Machine Learning, Biometrics +17

Facial Expressions as a Vulnerability in Face Recognition

Alejandro Peña, Aythami Morales, Ignacio Serna et al. · 2021 · 25 citations

Engineering, Machine Learning, Biometrics +18

Bias in Multimodal AI: Testbed for Fair Automatic Recruitment

Alejandro Peña, Ignacio Serna, Aythami Morales et al. · 2020 · 12 citations · Full text

Artificial Intelligence, Bias Detection, Engineering +15

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