1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
Graph-Based Re-ranking in Information Retrieval and Beyond: A Survey
Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade +1
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…
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness
Chen Zhao, Feng Mi, Xintao Wu +3
The fairness-aware online learning framework has emerged as a potent tool within the context of continuous lifelong learning. In this scenario, the learner's objective is to progre…
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…