Helena Andrés-Terré

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 11

Top Topics

Model Construction

Cancer Classification

Top Venues

Frontiers Big Data

Publications

Ramón Viñas, Helena Andrés-Terré, Pietro Liò, Kevin Bryson
Adversarial generation of gene expression data. Bioinform. 38 (3) (2022)
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Ramón Viñas, Zohreh Shams, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò
Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases. Bioinform. 38 (5) (2022)
David Buterez, Ioana Bica, Ifrah Tariq, Helena Andrés-Terré, Pietro Liò
CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks. Bioinform. 38 (5) (2022)
Helena Coggan, Helena Andrés-Terré, Pietro Liò
A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth. Frontiers Big Data 5 (2022)
Dmitry Kazhdan, Botty Dimanov, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò, Adrian Weller
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches. CoRR (2021)
Amine Amor, Pietro Lio', Vikash Singh, Ramón Viñas Torné, Helena Andrés-Terré
Graph Representation Learning on Tissue-Specific Multi-Omics. CoRR (2021)
Maja Trebacz, Zohreh Shams, Mateja Jamnik, Paul Scherer, Nikola Simidjievski, Helena Andrés-Terré, Pietro Liò
Using ontology embeddings for structural inductive bias in gene expression data analysis. CoRR (2020)
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Zohreh Shams, Helena Andrés-Terré, Pietro Liò, Mateja Jamnik
Incorporating network based protein complex discovery into automated model construction. CoRR (2020)
Helena Andrés-Terré, Pietro Lió
Perturbation theory approach to study the latent space degeneracy of Variational Autoencoders. CoRR (2019)
Paul Scherer, Helena Andrés-Terré, Pietro Liò, Mateja Jamnik
Decoupling feature propagation from the design of graph auto-encoders. CoRR (2019)
Ezra Webb, Ben Day, Helena Andrés-Terré, Pietro Lió
Factorised Neural Relational Inference for Multi-Interaction Systems. CoRR (2019)