2 citations · 4 across the 8 of their papers we have counts for
3 papers · 1 filter
Modeling financial time series with quantum field theory
Dimitrios Bachtis, David S. Berman, Arabella Schelpe
We use a quantum field theory with inhomogeneous couplings and explicit symmetry-breaking to model an ensemble of financial time series from the SP 500 index. The conti…
Teaming LLMs to Detect and Mitigate Hallucinations
Demian Till, John Smeaton, Peter Haubrick +3
Recent work has demonstrated state-of-the-art results in large language model (LLM) hallucination detection and mitigation through consistency-based approaches which involve aggreg…
Grokking vs. Learning: Same Features, Different Encodings
Dmitry Manning-Coe, Jacopo Gliozzi, Alexander G. Stapleton +4
Grokking typically achieves similar loss to ordinary, "steady", learning. We ask whether these different learning paths - grokking versus ordinary training - lead to fundamental di…