10 citations · 21 across the 8 of their papers we have counts for
4 papers · 1 filter
Adversarial Learning for Feature Shift Detection and Correction
Miriam Barrabes, Daniel Mas Montserrat, Margarita Geleta +2
Data shift is a phenomenon present in many real-world applications, and while there are multiple methods attempting to detect shifts, the task of localizing and correcting the feat…
Navigating the Noise: Bringing Clarity to ML Parameterization Design with O(100) Ensembles
Jerry Lin, Sungduk Yu, Liran Peng +6
Machine-learning (ML) parameterizations of subgrid processes (here of turbulence, convection, and radiation) may one day replace conventional parameterizations by emulating high-re…
Maestro: A Gamified Platform for Teaching AI Robustness
Margarita Geleta, Jiacen Xu, Manikanta Loya +4
Although the prevention of AI vulnerabilities is critical to preserve the safety and privacy of users and businesses, educational tools for robust AI are still underdeveloped world…
Towards Robust Image-in-Audio Deep Steganography
Jaume Ros, Margarita Geleta, Jordi Pons +1
The field of steganography has experienced a surge of interest due to the recent advancements in AI-powered techniques, particularly in the context of multimodal setups that enable…