Population Genomics

Type | Start | End |
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Internal | Jan 2021 | Jul 2022 |
Responsible | URL |
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Xavier Giro-i-Nieto |
Description
Figure by Matt Howard - Argonne's Midwest Center for Structural Genomics deposits 1,000th protein structure, CC BY-SA 2.0, https://commons.wikimedia.org/w/index.php?curid=9752165
Joint collaboration with Dr. Alexander Ioannidis and Dr. Daniel Mas-Montserrat from Stanford University.
Publications
Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access. 2024 . | .
HyperFast: Instant Classification for Tabular Data. In: 38th Annual AAAI Conference on Artificial Intelligence (AAAI). 38th Annual AAAI Conference on Artificial Intelligence (AAAI). ; 2024.![]() |
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Adversarial Learning for Feature Shift Detection and Correction. In: Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS). New Orleans, USA; 2023. | .
Neural ADMIXTURE: rapid population clustering with autoencoders. Nature Computational Science. 2023 . | .
Deep Variational Autoencoders for Population Genetics. 2023 . | .
SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022 ;38. | .
Predicting Dog Phenotypes from Genotypes. In: 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). ; 2022.![]() |
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Generative Moment Matching Networks for Genotype Simulation. In: 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). ; 2022.![]() |
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Machine Learning for Genomic Sequence Processing. ( ).; 2022. | .
Ancestry-conditioned Generative Models for Genotyping. ( ).; 2022. | .
Pages
Collaborators
Xavier Giró | Associate Professor | xavier.giro@upc.edu |