Stochastic Gradient MCMC Methods for Hidden Markov Models

Stochastic Gradient MCMC Methods for Hidden Markov Models

14 June 2017

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Papers citing "Stochastic Gradient MCMC Methods for Hidden Markov Models"

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Title
Uncertainty-Informed Volume Visualization using Implicit Neural Representation Shanu Saklani Chitwan Goel Shrey Bansal Zhe Wang Soumya Dutta Tushar M. Athawale D. Pugmire Christopher R. Johnson 94 0 0 12 Aug 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 82 0 0 23 Jul 2024
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis Soumya Dutta Faheem Nizar Ahmad Amaan Ayan Acharya AAML 89 1 0 22 May 2024
Stochastic Gradient MCMC for Massive Geostatistical Data M. Abba Brian J. Reich Reetam Majumder Brandon Feng 39 1 0 07 May 2024
Scalable Bayesian inference for the generalized linear mixed model S. Berchuck Felipe A. Medeiros Sayan Mukherjee Andrea Agazzi 65 0 0 05 Mar 2024
Pigeonhole Stochastic Gradient Langevin Dynamics for Large Crossed Mixed Effects Models Xinyu Zhang Cheng Li 69 0 0 18 Dec 2022
Structured Stochastic Gradient MCMC Antonios Alexos Alex Boyd Stephan Mandt BDL 73 13 0 19 Jul 2021
Quantifying Uncertainty in Deep Spatiotemporal Forecasting Dongxian Wu Liyao (Mars) Gao X. Xiong Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu AI4TS 89 71 0 25 May 2021
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations Joachim Sicking Maximilian Pintz Maram Akila Tim Wirtz 60 1 0 17 Dec 2020
Challenges in Markov chain Monte Carlo for Bayesian neural networks Theodore Papamarkou Jacob D. Hinkle M. T. Young D. Womble BDL 131 51 0 15 Oct 2019
Stochastic gradient Markov chain Monte Carlo Christopher Nemeth Paul Fearnhead BDL 81 139 0 16 Jul 2019
Stochastic Gradient MCMC for Nonlinear State Space Models Christopher Aicher Srshti Putcha Christopher Nemeth Paul Fearnhead E. Fox BDL 73 8 0 29 Jan 2019
Targeted stochastic gradient Markov chain Monte Carlo for hidden Markov models with rare latent states Rihui Ou Deborshee Sen Alexander L. Young David B. Dunson BDL 26 0 0 31 Oct 2018
Stochastic Gradient MCMC for State Space Models Christopher Aicher Yian Ma N. Foti E. Fox 64 22 0 22 Oct 2018
Estimate exponential memory decay in Hidden Markov Model and its applications F. Ye Yian Ma H. Qian 22 4 0 17 Oct 2017