belief update 1consistency preservation 1credibility-limited update 1epistemic logic 1selective transformation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
Selective Credibility-Limited Belief Update
Theofanis Aravanis, Costas D. Koutras
The paper proposes a selective credibility‑limited belief update framework that transforms each epistemic input into a weaker proxy per source world before applying a credibility‑l…
cs.AI2026
Machine Learning as Iterated Belief Change a la Darwiche and Pearl
Theofanis Aravanis
Artificial Neural Networks (ANNs) are powerful machine-learning models capable of capturing intricate non-linear relationships. They are widely used nowadays across numerous scient…
cs.AI2025
ASP-Assisted Symbolic Regression: Uncovering Hidden Physics in Fluid Mechanics
Theofanis Aravanis, Grigorios Chrimatopoulos, Mohammad Ferdows +2
Symbolic Regression (SR) offers an interpretable alternative to conventional Machine-Learning (ML) approaches, which are often criticized as ``black boxes''. In contrast to standar…