3 papers
cs.LG2025
A Systematic Literature Review on Multi-label Data Stream Classification
H. Freire-Oliveira, E. R. F. Paiva, J. Gama +2
Classification in the context of multi-label data streams represents a challenge that has attracted significant attention due to its high real-world applicability. However, this ta…
cs.IR2025
Graph-Based Re-ranking in Information Retrieval and Beyond: A Survey
Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade +3
The two-stage information retrieval (IR) framework, also known as the retrieve-then-re-rank pipeline, has empowered numerous AI paradigms, including retrieval-augmented generation…
cs.LG2024
Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously
Chen Zhao, Kai Jiang, Xintao Wu +4
The endeavor to preserve the generalization of a fair and invariant classifier across domains, especially in the presence of distribution shifts, becomes a significant and intricat…