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Sehyun Park

2 accepted papers

2026

A Fair Bayesian Inference through Matched Gibbs Posterior

ICLR 2026poster

With the growing importance of trustworthy AI, algorithmic fairness has emerged as a critical concern. Among various fairness notions, group fairness - which measures the model bias between sensitive groups - has received significant attention. While many group-fair models have focused on satisfyi…

Cited by 0SourceScholar
2025

Knowledge Distillation of Uncertainty using Deep Latent Factor Model

NeurIPS 2025poster

Deep ensembles deliver state-of-the-art, reliable uncertainty quantification, but their heavy computational and memory requirements hinder their practical deployments to real applications such as on-device AI. Knowledge distillation compresses an ensemble into small student models, but existing tech…

Cited by 0SourcecodeScholar