"heavy-tailed distributions" Papers

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Heavy-Tailed Diffusion Models

Kushagra Pandey, Jaideep Pathak, Yilun Xu et al.

ICLR 2025arXiv:2410.14171

Concentration Inequalities for General Functions of Heavy-Tailed Random Variables

Shaojie Li, Yong Liu

ICML 2024spotlight

High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails

Langqi Liu, Yibo Wang, Lijun Zhang

New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming

Hongcheng Liu, Jindong Tong

On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control

Amrit Singh Bedi, Anjaly Parayil, Junyu Zhang et al.

ICML 2024arXiv:2106.08414

Sparse Variational Student-t Processes

Jian Xu, Delu Zeng

AAAI 2024paperarXiv:2312.05568