2024 "importance sampling" Papers

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Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?

Yilong Wang, Haishan Ye, Guang Dai et al.

ICML 2024poster

Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation

Jiyong Li, Dilshod Azizov, Yang LI et al.

AAAI 2024paperarXiv:2403.04599

Liouville Flow Importance Sampler

Yifeng Tian, Nishant Panda, Yen Ting Lin

ICML 2024poster

Reparameterized Importance Sampling for Robust Variational Bayesian Neural Networks

Yunfei Long, Zilin Tian, Liguo Zhang et al.

ICML 2024poster

SAPG: Split and Aggregate Policy Gradients

Jayesh Singla, Ananye Agarwal, Deepak Pathak

ICML 2024poster