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Publications

Wirth, L., Trauthwein, T. and Reinert, G. (2026) “Task-aware Kernel Stein certificates for Rényi differential privacy.”
Cortinovis, S., Battaglia, L. and Caron, F. (2026) “SLICE: Sequential Likelihood-Free Inference via Conformal E-Values”, arXiv.
Subedi, A. et al. (2026) “Steering Diffusion Models to Rare Events with Sequential Monte Carlo.”
Mammadov, A. et al. (2026) “WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps.”
Ong, E.-J. et al. (2026) “A Universal Nearest-Neighbor Estimator for Intrinsic Dimensionality”, IEEE Transactions on Pattern Analysis and Machine Intelligence, PP(99), pp. 1–11.
El-Sayed Moustafa, J. et al. (2026) “Longitudinal dynamics of gene expression and metabolomics in an aging population cohort”, Science, 393(6815), pp. eaed6452 - eaed6452-.
El-Sayed Moustafa, J. et al. (2026) “Longitudinal dynamics of gene expression and metabolomics in an aging population cohort”, Science, 393(6815), pp. eaed6452 - eaed6452-.
Kilian, V., Cortinovis, S. and Caron, F. (2026) “Anytime-valid, Bayes-assisted, prediction-powered inference”, in Neural Information Processing Systems. Conference. 39th 2025. Advances in Neural Information Processing Systems 38. Curran Associates, pp. 1035–1053.
Modlich, M. et al. (2026) “Interpreting graph neural networks with Myerson values for cheminformatics approaches”, Digital Discovery, 5(8), pp. 3378–3389.
Ashouritaklimi, K. et al. (2026) “Prediction-Powered Active Testing”, arXiv.