Predictive variational inference: Learn the predictively optimal posterior distributionby Jinlin Lai, Yuling YaoFirst submitted to…
Goal Inference from Open-Ended Dialogby Rachel Ma, Jingyi Qu, Andreea Bobu, Dylan Hadfield-MenellFirst submitted to…
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrixby Charles C.…
Efficient Reinforcement Learning with Large Language Model Priorsby Xue Yan, Yan Song, Xidong Feng, Mengyue…
A Variational Bayesian Inference Theory of Elasticity and Its Mixed Probabilistic Finite Element Method for…
Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learningby Joanna Sliwa, Frank Schneider, Nathanael…
Improving Generalization with Flat Hilbert Bayesian Inferenceby Tuan Truong, Quyen Tran, Quan Pham-Ngoc, Nhat Ho,…
Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inferenceby Rithvik PrakkiFirst submitted…
Simulation-based inference with the Python Package sbijaxby Simon Dirmeier, Simone Ulzega, Antonietta Mira, Carlo AlbertFirst…
Unrolled denoising networks provably learn optimal Bayesian inferenceby Aayush Karan, Kulin Shah, Sitan Chen, Yonina…