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20032023
most citedCombining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation

220 citations · 1.4k across the 42 of their papers we have counts for

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Showing 2016 · stat.MLShow all

2 papers · 2 filters

stat.ML2016★ 1 cited

Stochastic Gradient MCMC with Stale Gradients

Changyou Chen, Nan Ding, Chunyuan Li +2

Stochastic gradient MCMC (SG-MCMC) has played an important role in large-scale Bayesian learning, with well-developed theoretical convergence properties. In such applications of SG…

stat.ML2016★ 12 cited

Towards Unifying Hamiltonian Monte Carlo and Slice Sampling

Yizhe Zhang, Xiangyu Wang, Changyou Chen +3

We unify slice sampling and Hamiltonian Monte Carlo (HMC) sampling, demonstrating their connection via the Hamiltonian-Jacobi equation from Hamiltonian mechanics. This insight enab…