Publications

Fanyi Kaitlyn Wu, Lihua Niu, Samuel Kaski, Michele Caprio (2026). Decoupled Conformal Optimisation: Efficient Prediction Sets via Independent Tuning and Calibration. ICML EIML Workshop 2026.

Preprint Poster

Luben M. C. Cabezas, Sabina J. Sloman, Bruno M. Resende, Fanyi Kaitlyn Wu, Michele Caprio, Rafael Izbicki (2026). CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression. ArXiv Preprint.

Fanyi Kaitlyn Wu, Veronika Lohmanova, Samuel Kaski, Michele Caprio (2025). Bayesian Conformal Prediction as a Decision Risk Problem. NeurIPS EIML Workshop 2025.

Preprint Slides Poster

Xin Zhang

Equal contribution

, Qiyu Wei

Equal contribution

, Yingjie Zhu, Fanyi Kaitlyn Wu, Sophia Ananiadou (2025). THCM-CAL Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction. EMNLP 2025.

Harwood, A. C.

These authors contributed equally: A. C. Harwood, S. Vezzoli

, Vezzoli, S., Raziman, T. V., Hooper, C., Tirole, R., Fanyi Kaitlyn Wu, Maier, S. A., Pendry, J. B., Horsley, S. A. R., Sapienza, R. (2025). Space-time optical diffraction from synthetic motion. Nat Commun.

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