ICLR 2025 "variational inference" Papers
12 papers found
Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior
Yuliang Xu, Jian Kang
ICLR 2025poster
Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space
Mengjing Wu, Junyu Xuan, Jie Lu
ICLR 2025poster
Efficient Reinforcement Learning with Large Language Model Priors
Xue Yan, Yan Song, Xidong Feng et al.
ICLR 2025posterarXiv:2410.07927
20
citations
Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer
XINYUE HU, Zhibin Duan, Bo Chen et al.
ICLR 2025posterarXiv:2505.22199
2
citations
Injective flows for star-like manifolds
Marcello Negri, Jonathan Aellen, Volker Roth
ICLR 2025posterarXiv:2406.09116
1
citations
Progressive Compression with Universally Quantized Diffusion Models
Yibo Yang, Justus Will, Stephan Mandt
ICLR 2025posterarXiv:2412.10935
5
citations
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
Sebastian Sanokowski, Wilhelm Berghammer, Haoyu Wang et al.
ICLR 2025posterarXiv:2502.08696
14
citations
SFESS: Score Function Estimators for $k$-Subset Sampling
Klas Wijk, Ricardo Vinuesa, Hossein Azizpour
ICLR 2025poster
1
citations
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams et al.
ICLR 2025posterarXiv:2410.02490
Variational Bayesian Pseudo-Coreset
Hyungi Lee, Seungyoo Lee, Juho Lee
ICLR 2025posterarXiv:2502.21143
Variational Best-of-N Alignment
Afra Amini, Tim Vieira, Elliott Ash et al.
ICLR 2025posterarXiv:2407.06057
37
citations
Variational Search Distributions
Dan Steinberg, Rafael Oliveira, Cheng Soon Ong et al.
ICLR 2025posterarXiv:2409.06142
5
citations