3 papers
cs.AI2026
Learning Situation-Conditioned Thinking Policies for Long-Term LLM Agents
Hong Su
Long-running autonomous agents must reuse accumulated reasoning experience without allowing explicit historical memory and LLM context to grow indefinitely. However, existing memor…
stat.ML2026
Nonparametric Distribution Regression Re-calibration
Ádám Jung, Domokos M. Kelen, András A. Benczúr
A key challenge in probabilistic regression is ensuring that predictive distributions accurately reflect true empirical uncertainty. Minimizing overall prediction error often encou…
stat.ML2024
Generalized Naive Bayes
Edith Alice Kovács, Anna Ország, Dániel Pfeifer +1
In this paper we introduce the so-called Generalized Naive Bayes structure as an extension of the Naive Bayes structure. We give a new greedy algorithm that finds a good fitting Ge…