Ramón Viñas

Orcid: 0000-0003-2411-4478

Affiliations:
  • University of Cambridge, Department of Computer Science and Technology, UK


According to our database1, Ramón Viñas authored at least 15 papers between 2020 and 2023.

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Bibliography

2023
Hypergraph factorization for multi-tissue gene expression imputation.
Nat. Mac. Intell., July, 2023

Hypergraph Factorisation Expression Quantitative Trait Loci.
Dataset, May, 2023

Multi-State RNA Design with Geometric Multi-Graph Neural Networks.
CoRR, 2023

2022
Classification of datasets with imputed missing values: does imputation quality matter?
CoRR, 2022

Adversarial generation of gene expression data.
Bioinform., 2022

Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases.
Bioinform., 2022

Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Attentional Meta-learners for Few-shot Polythetic Classification.
Proceedings of the International Conference on Machine Learning, 2022

2021
A Graph-based Imputation Method for Sparse Medical Records.
CoRR, 2021

An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution.
CoRR, 2021

Graph Representation Learning on Tissue-Specific Multi-Omics.
CoRR, 2021

Attentional meta-learners are polythetic classifiers.
CoRR, 2021

2020
pietrobarbiero/digital-patient: Absolutno.
Dataset, September, 2020

Graph representation forecasting of patient's medical conditions: towards a digital twin.
CoRR, 2020

Kolmogorov Regularization for Link Prediction.
CoRR, 2020


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