1 citations · 1 across the 5 of their papers we have counts for
5 papers
Private PoEtry: Private In-Context Learning via Product of Experts
Rob Romijnders, Mohammad Mahdi Derakhshani, Jonathan Petit +3
In-context learning (ICL) enables Large Language Models (LLMs) to adapt to new tasks with only a small set of examples at inference time, thereby avoiding task-specific fine-tuning…
Adaptive Mesh-Quantization for Neural PDE Solvers
Winfried van den Dool, Maksim Zhdanov, Yuki M. Asano +1
Physical systems commonly exhibit spatially varying complexity, presenting a significant challenge for neural PDE solvers. While Graph Neural Networks can handle the irregular mesh…
DNA: Differentially private Neural Augmentation for contact tracing
Rob Romijnders, Christos Louizos, Yuki M. Asano +1
The COVID19 pandemic had enormous economic and societal consequences. Contact tracing is an effective way to reduce infection rates by detecting potential virus carriers early. How…
Protect Your Score: Contact Tracing With Differential Privacy Guarantees
Rob Romijnders, Christos Louizos, Yuki M. Asano +1
The pandemic in 2020 and 2021 had enormous economic and societal consequences, and studies show that contact tracing algorithms can be key in the early containment of the virus. Wh…
Emergent inequality and endogenous dynamics in a simple behavioral macroeconomic model
Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig +1
Standard macroeconomic models assume that households are rational in the sense that they are perfect utility maximizers, and explain economic dynamics in terms of shocks that drive…