"imbalanced datasets" Papers

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Differentially Private Prototypes for Imbalanced Transfer Learning

Dariush Wahdany, Matthew Jagielski, Adam Dziedzic et al.

AAAI 2025paperarXiv:2406.08039
2
citations

Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching

Lei Yuan, Yuqi Bian, Lihe Li et al.

ICLR 2025oral
5
citations

Improved Sampling Algorithms for Lévy-Itô Diffusion Models

Vadim Popov, Assel Yermekova, Tasnima Sadekova et al.

ICLR 2025

PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation

Ziyan Wang, Sizhe Wei, Xiaoming Huo et al.

NEURIPS 2025arXiv:2502.08106
1
citations

Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets

Magzhan Gabidolla, Arman Zharmagambetov, Miguel Carreira-Perpinan

ICML 2024

Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification

Martin Mihelich, François Castagnos, Charles Dognin

ICML 2024