2024 "theoretical guarantees" Papers

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

Shi-ang Qi, Yakun Yu, Russell Greiner

ICML 2024posterarXiv:2405.07374

Differentially Private Domain Adaptation with Theoretical Guarantees

Raef Bassily, Corinna Cortes, Anqi Mao et al.

ICML 2024posterarXiv:2306.08838

Provable Contrastive Continual Learning

Yichen Wen, Zhiquan Tan, Kaipeng Zheng et al.

ICML 2024posterarXiv:2405.18756