Cherubin, Giovanni

5 publications

NeurIPS 2024 Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition Edoardo Debenedetti, Javier Rando, Daniel Paleka, Fineas Silaghi, Dragos Albastroiu, Niv Cohen, Yuval Lemberg, Reshmi Ghosh, Rui Wen, Ahmed Salem, Giovanni Cherubin, Santiago Zanella-Beguelin, Robin Schmid, Victor Klemm, Takahiro Miki, Chenhao Li, Stefan Kraft, Mario Fritz, Florian Tramèr, Sahar Abdelnabi, Lea Schönherr

AAAI 2023 Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Martinez, Umang Bhatt, Adrian Weller, Giovanni Cherubin

ICML 2021 Exact Optimization of Conformal Predictors via Incremental and Decremental Learning Giovanni Cherubin, Konstantinos Chatzikokolakis, Martin Jaggi

NeurIPSW 2021 Reconstructing Training Data with Informed Adversaries Borja Balle, Giovanni Cherubin, Jamie Hayes

MLJ 2019 Majority Vote Ensembles of Conformal Predictors Giovanni Cherubin