1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Politecnico di MilanoIT15 papers
- Otto-von-Guericke-Universität MagdeburgDE6 papers
- Center for Behavioral Brain SciencesDE5 papers
- German Center for Neurodegenerative DiseasesDE4 papers
- European Bioinformatics InstituteGB3 papers
- Heidelberg UniversityDE3 papers
- Humanitas UniversityIT3 papers
- IRCCS Humanitas Research HospitalIT3 papers
- Leiden UniversityNL3 papers
- University of PisaIT3 papers
- Allen Institute for Cell ScienceUS2 papers
- Broad InstituteUS2 papers
3 papers · 1 filter
Towards a Theoretical Understanding to the Generalization of RLHF
Zhaochun Li, Mingyang Yi, Yue Wang +2
Reinforcement Learning from Human Feedback (RLHF) and its variants have emerged as the dominant approaches for aligning Large Language Models with human intent. While empirically e…
Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics
Alberto Archetti, Francesca Ieva, Matteo Matteucci
Survival analysis is a fundamental tool in medicine, modeling the time until an event of interest occurs in a population. However, in real-world applications, survival data are oft…
Learning High-Order Interactions via Targeted Pattern Search
Michela C. Massi, Nicola R. Franco, Francesca Ieva +3
Logistic Regression (LR) is a widely used statistical method in empirical binary classification studies. However, real-life scenarios oftentimes share complexities that prevent fro…