https://fanyi-kaitlyn-wu.github.io/tags/conformal-prediction/Conformal PredictionHugo Blox Builder (https://hugoblox.com)en-usSun, 07 Dec 2025 00:00:00 +0000https://fanyi-kaitlyn-wu.github.io/media/icon_hu_982c5d63a71b2961.pnghttps://fanyi-kaitlyn-wu.github.io/tags/conformal-prediction/https://fanyi-kaitlyn-wu.github.io/blog/eurips_2025/Sun, 07 Dec 2025 00:00:00 +0000https://fanyi-kaitlyn-wu.github.io/blog/eurips_2025/<p>I am thrilled to share that my co-authors, my supervisor, and I attended the EurIPS conference and successfully presented a poster showcasing our research. We present a unified Bayesian decision-theoretic framework for conformal prediction (CP) that integrates Bayesian posterior predictive scores with risk minimization via Bayesian quadrature (BQ).</p> <p>Our team was proud to be among the organisers of the EIML Workshop EurIPS (Copenhagen), contributing to an event that was both highly successful and enjoyable.</p> <p>Also congrats to the successful organisation of the EIML workshop. I learned a lot and got so many interdisciplinary inspirations from experts around the world.</p> <p>A big thank you to everyone involved for making this such a rewarding experience! Thanks again for my collaborator Veronika Lohmanova, and my supervisors Dr. Michele Caprio, Prof. Samuel Kaski 🚀</p>https://fanyi-kaitlyn-wu.github.io/publications/preprint/Mon, 29 Sep 2025 00:00:00 +0000https://fanyi-kaitlyn-wu.github.io/publications/preprint/<!-- This work is driven by the results in my [previous paper](/publications/conference-paper/) on LLMs. > [!NOTE] > Create your slides in Markdown - click the *Slides* button to check out the example. Add the publication's **full text** or **supplementary notes** here. You can use rich formatting such as including [code, math, and images](https://docs.hugoblox.com/content/writing-markdown-latex/). -->