2 papers
cs.AI2024
ProcBench: Benchmark for Multi-Step Reasoning and Following Procedure
Ippei Fujisawa, Sensho Nobe, Hiroki Seto +5
Reasoning is central to a wide range of intellectual activities, and while the capabilities of large language models (LLMs) continue to advance, their performance in reasoning task…
cs.LG2021
Fast Estimation Method for the Stability of Ensemble Feature Selectors
Rina Onda, Zhengyan Gao, Masaaki Kotera +1
It is preferred that feature selectors be \textit{stable} for better interpretabity and robust prediction. Ensembling is known to be effective for improving the stability of featur…