2 papers
cs.LG2023
Utility-Probability Duality of Neural Networks
Huang Bojun, Fei Yuan
It is typically understood that the training of modern neural networks is a process of fitting the probability distribution of desired output. However, recent paradoxical observati…
cs.LG2022
Lagrangian Method for Q-Function Learning (with Applications to Machine Translation)
Huang Bojun
This paper discusses a new approach to the fundamental problem of learning optimal Q-functions. In this approach, optimal Q-functions are formulated as saddle points of a nonlinear…