most citedStructured Pruning for Multi-Task Deep Neural Networks

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cs.LG2023★ 1 cited

Structured Pruning for Multi-Task Deep Neural Networks

Siddhant Garg, Lijun Zhang, Hui Guan

Although multi-task deep neural network (DNN) models have computation and storage benefits over individual single-task DNN models, they can be further optimized via model compressi…

cs.LG2023

Automatically Marginalized MCMC in Probabilistic Programming

Jinlin Lai, Javier Burroni, Hui Guan +1

Hamiltonian Monte Carlo (HMC) is a powerful algorithm to sample latent variables from Bayesian models. The advent of probabilistic programming languages (PPLs) frees users from wri…