"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 2024poster

Differentially Private Domain Adaptation with Theoretical Guarantees

Raef Bassily, Corinna Cortes, Anqi Mao et al.

ICML 2024poster

Provable Contrastive Continual Learning

Yichen Wen, Zhiquan Tan, Kaipeng Zheng et al.

ICML 2024poster