Publications by Computational Biology and Bioinformatics

Mantziou, A. et al. (2024) “GDP nowcasting with large-scale inter-industry payment data in real time -- A network approach”, arXiv.

Erasmus, M. et al. (2024) “AIntibody: an experimentally validated in silico antibody discovery design challenge”, Nature Biotechnology, pp. 1–6.

Limnios, S. et al. (2024) “SaGess: A Sampling Graph Denoising Diffusion Model for Scalable Graph Generation”, in ECAI 2024. IOS Press.

Aminian, G. et al. (2024) “Generalization and Robustness of the Tilted Empirical Risk.”

Zhang, R. and Reinert, G. (2024) “Simulating weak attacks in a new duplication–divergence model with node loss”, Entropy, 26(10).

Raybould, M. et al. (2024) “The observed T cell receptor space database enables paired-chain repertoire mining, coherence analysis and language modelling”, Cell Reports, 43(9).

Fischer, K. et al. (2024) “Rapid discovery of monoclonal antibodies by microfluidics-enabled FACS of single pathogen-specific antibody-secreting cells”, Nature Biotechnology, 43(6), pp. 960–970.

Shi, S. et al. (2024) “A Genomics England haplotype reference panel and imputation of UK Biobank”, Nature Genetics, 56(9), pp. 1800–1803.

Aminian, G. et al. (2024) “Generalization error of graph neural networks in the mean-field regime”, in Proceedings of the 41st International Conference on Machine Learning (ICML 2024). Proceedings of Machine Learning Research, pp. 1359–1391.

Clarkson, J. et al. (2024) “Split Conformal Prediction under Data Contamination”, arXiv.