"distribution estimation" Papers

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Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning

Xiaomeng Fan, Yuchuan Mao, Zhi Gao et al.

NEURIPS 2025arXiv:2510.04770
1
citations

Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data

Hengyu Fu, Zehao Dou, Jiawei Guo et al.

ICLR 2025oralarXiv:2407.16134
3
citations

Instance-Optimality for Private KL Distribution Estimation

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

NEURIPS 2025spotlightarXiv:2505.23620

Sum of Squares Circuits

Lorenzo Loconte, Stefan Mengel, Antonio Vergari

AAAI 2025paperarXiv:2408.11778
14
citations

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

Zehao Dou, Minshuo Chen, Mengdi Wang et al.

ICML 2024