2 citations · 2 across the 4 of their papers we have counts for
5 papers
HERCULES: Hierarchical Embedding-based Recursive Clustering Using LLMs for Efficient Summarization
Gabor Petnehazi, Bernadett Aradi
The explosive growth of complex datasets across various modalities necessitates advanced analytical tools that not only group data effectively but also provide human-understandable…
Zero-Shot Forecasting Mortality Rates: A Global Study
Gabor Petnehazi, Laith Al Shaggah, Jozsef Gall +1
This study explores the potential of zero-shot time series forecasting, an innovative approach leveraging pre-trained foundation models, to forecast mortality rates without task-sp…
Volatility Forecasting with 1-dimensional CNNs via transfer learning
Bernadett Aradi, Gábor Petneházi, József Gáll
Volatility is a natural risk measure in finance as it quantifies the variation of stock prices. A frequently considered problem in mathematical finance is to forecast different est…
Isometries, submetries and distance coordinates on Finsler manifolds
Bernadett Aradi, David Csaba Kertesz
This paper considers fundamental issues related to Finslerian isometries, submetries, distance and geodesics. It is shown that at each point of a Finsler manifold there is a distan…
A characterization of holonomy invariant functions on tangent bundles
Bernadett Aradi, David Csaba Kertesz
We show that the holonomy invariance of a function on the tangent bundle of a manifold, together with very mild regularity conditions on the function, is equivalent to the existenc…