Deep Survival Analysis: Nonparametrics and Missingness. - Xenia Miscouridou; Adler J. Perotte; Noemie Elhadad; Rajesh Ranganath (MLHC, 2018)

Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data. - Xenia Miscouridou; Francois Caron; Yee Whye Teh (NeurIPS, 2018)

A unified construction for series representations and finite approximations of completely random measures. - Juho Lee 001; Xenia Miscouridou; François Caron (CoRR, 2019)

Relaxed-Responsibility Hierarchical Discrete VAEs. - Matthew Willetts; Xenia Miscouridou; Stephen J. Roberts; Chris C. Holmes (CoRR, 2020)

Gaussian process nowcasting: application to COVID-19 mortality reporting. - Iwona Hawryluk; Henrique Hoeltgebaum; Swapnil Mishra; Xenia Miscouridou; Ricardo P. Schnekenberg; Charles Whittaker; Michaela A. C. Vollmer; Seth R. Flaxman; Samir Bhatt; Thomas A. Mellan (UAI, 2021)

Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes. - Xenia Miscouridou; Samir Bhatt; George O. Mohler; Seth R. Flaxman; Swapnil Mishra (Trans. Mach. Learn. Res., 2023)

Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling. - Anthony Hills; Talia Tseriotou; Xenia Miscouridou; Adam Tsakalidis; Maria Liakata (ACL (Findings), 2024)

Concept Reachability in Diffusion Models: Beyond Dataset Constraints. - Marta Aparicio Rodriguez; Xenia Miscouridou; Anastasia Borovykh (CoRR, 2025)