6 citations · 11 across the 3 of their papers we have counts for
3 papers
EVA: Towards a universal model of the immune system
Scienta Team, Ethan Bandasack, Vincent Bouget +9
The effective application of foundation models to translational research in immune-mediated diseases requires multimodal patient-level representations that can capture complex phen…
Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
Yannis Cattan, Christopher A. Choquette-Choo, Nicolas Papernot +1
Models need to be trained with privacy-preserving learning algorithms to prevent leakage of possibly sensitive information contained in their training data. However, canonical algo…
Dataset Inference for Self-Supervised Models
Adam Dziedzic, Haonan Duan, Muhammad Ahmad Kaleem +5
Self-supervised models are increasingly prevalent in machine learning (ML) since they reduce the need for expensively labeled data. Because of their versatility in downstream appli…