Poster "monte carlo sampling" Papers

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Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective

Weizhong Huang, Yuxin Zhang, Xiawu Zheng et al.

Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values

R. Teal Witter, Yurong Liu, Christopher Musco

NEURIPS 2025arXiv:2506.11849

Robust Conformal Prediction with a Single Binary Certificate

Soroush H. Zargarbashi, Aleksandar Bojchevski

ICLR 2025arXiv:2503.05239

TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering

Chun Gu, Xiaofei Wei, Li Zhang et al.

CVPR 2025arXiv:2503.18328

McGrids: Monte Carlo-Driven Adaptive Grids for Iso-Surface Extraction

Daxuan Ren, Hezi Shi, Jianmin Zheng et al.

ECCV 2024arXiv:2409.06710

Reparameterized Importance Sampling for Robust Variational Bayesian Neural Networks

Yunfei Long, Zilin Tian, Liguo Zhang et al.