3 papers
cs.IT2026
Functional Information Decomposition: A First-Principles Approach to Analyzing Functional Relationships
Clifford Bohm, Vincent R. Ragusa, Arend Hintze +3
A central challenge in analyzing multivariate interactions within complex systems is to decompose how multiple inputs jointly determine an output. Existing approaches generally ope…
cs.CV2025
SPOOF: Simple Pixel Operations for Out-of-Distribution Fooling
Ankit Gupta, Christoph Adami, Emily Dolson
Deep neural networks (DNNs) excel across image recognition tasks, yet continue to exhibit overconfidence on inputs that bear no resemblance to natural images. Revisiting the "fooli…
cs.GT2024
Promoting Cooperation in the Public Goods Game using Artificial Intelligent Agents
Arend Hintze, Christoph Adami
The tragedy of the commons illustrates a fundamental social dilemma where individual rational actions lead to collectively undesired outcomes, threatening the sustainability of sha…