Helena Andrés-Terré

12 papers Journal 11

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