"theoretical guarantees" Papers

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Generalizing Reasoning Problems to Longer Lengths

Changnan Xiao, Bing Liu

ICLR 2025
4
citations

Generative Adversarial Ranking Nets

Yinghua Yao, Yuangang Pan, Jing Li et al.

ICLR 2025
1
citations

OneBatchPAM: A Fast and Frugal K-Medoids Algorithm

Antoine de Mathelin, Nicolas Enrique Cecchi, François Deheeger et al.

AAAI 2025paperarXiv:2501.19285
2
citations

Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration

Shi-ang Qi, Yakun Yu, Russell Greiner

ICML 2024arXiv:2405.07374
9
citations

Differentially Private Domain Adaptation with Theoretical Guarantees

Raef Bassily, Corinna Cortes, Anqi Mao et al.

ICML 2024arXiv:2306.08838

Provable Contrastive Continual Learning

Yichen Wen, Zhiquan Tan, Kaipeng Zheng et al.

ICML 2024arXiv:2405.18756
11
citations

Towards Robust Learning to Optimize with Theoretical Guarantees

Qingyu Song, Wei Lin, Juncheng Wang et al.

CVPR 2024arXiv:2506.14263
3
citations