works on
decision theory 1epistemic uncertainty 1evaluation metrics 1selective prediction 1uncertainty disentanglement 1uncertainty quantification 1

From the 1 of 52 linked papers with an AI index.

activity
20242026
most citedOnline Continual Learning on Intel Loihi 2 via a Co-designed Spiking Neural Network

1 citations · 2 across the 18 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

The Boundaries of Automation: A Theory of Persistent Human Participation

Fares Fourati, Hinrich Schütze, Eyke Hüllermeier +1

The rapid progress of AI has intensified the long-standing pursuit of automation: replacing human participation with algorithms wherever possible. Implicit in this pursuit is the a…

cs.AI2025

Problem Solving Through Human-AI Preference-Based Cooperation

Subhabrata Dutta, Timo Kaufmann, Goran Glavaš +7

While there is a widespread belief that artificial general intelligence (AGI) -- or even superhuman AI -- is imminent, complex problems in expert domains are far from being solved.…

cs.AI2024

Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?

Mira Jürgens, Nis Meinert, Viktor Bengs +2

Trustworthy ML systems should not only return accurate predictions, but also a reliable representation of their uncertainty. Bayesian methods are commonly used to quantify both ale…