Search results for "MCMC"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi	Parallel MCMC Without Embarrassing Failures.	AISTATS	2022	DBLP BibTeX RDF
14	Kirill Neklyudov, Max Welling	Orbital MCMC.	AISTATS	2022	DBLP BibTeX RDF
14	Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais	A versatile distributed MCMC algorithm for large scale inverse problems.	EUSIPCO	2022	DBLP BibTeX RDF
14	Gargi Roy, Dalia Chakrabarty	Efficient Uncertainty Quantification for Under-Constraint Prediction Following Learning Using MCMC.	ICONIP (4)	2022	DBLP DOI BibTeX RDF
14	Allan Haldane, Ronald M. Levy	Mi3-GPU: MCMC-based inverse Ising inference on GPUs for protein covariation analysis.	Comput. Phys. Commun.	2021	DBLP DOI BibTeX RDF
14	Wenlong Mou, Yi-An Ma, Martin J. Wainwright, Peter L. Bartlett, Michael I. Jordan	High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
14	Yaroslav Koshka, Mark A. Novotny	Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification.	IEEE Trans. Emerg. Top. Comput. Intell.	2021	DBLP DOI BibTeX RDF
14	Kitty Yuen Yi Wan, Jim E. Griffin	An adaptive MCMC method for Bayesian variable selection in logistic and accelerated failure time regression models.	Stat. Comput.	2021	DBLP DOI BibTeX RDF
14	Mu Tian, Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao 0002	MCMC Guided CNN Training and Segmentation for Pancreas Extraction.	IEEE Access	2021	DBLP DOI BibTeX RDF
14	Hailin Wang, Hao Jiao, Jinming Chen, Wei Liu	Parameter Identification for a Power Distribution Network Based on MCMC Algorithm.	IEEE Access	2021	DBLP DOI BibTeX RDF
14	Rohitash Chandra, Ayush Bhagat, Manavendra Maharana, Pavel N. Krivitsky	Bayesian Graph Convolutional Neural Networks via Tempered MCMC.	IEEE Access	2021	DBLP DOI BibTeX RDF
14	Yufei Ni, Yangdong Deng, Songlin Li	PMBA: A Parallel MCMC Bayesian Computing Accelerator.	IEEE Access	2021	DBLP DOI BibTeX RDF
14	Denis Belomestny, Leonid Iosipoi	Fourier transform MCMC, heavy-tailed distributions, and geometric ergodicity.	Math. Comput. Simul.	2021	DBLP DOI BibTeX RDF
14	Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini	Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing.	Pattern Recognit. Lett.	2021	DBLP DOI BibTeX RDF
14	Rakesh Ranjan, Rijji Sen, Satyanshu K. Upadhyay	Bayes analysis of some important lifetime models using MCMC based approaches when the observations are left truncated and right censored.	Reliab. Eng. Syst. Saf.	2021	DBLP DOI BibTeX RDF
14	Hai Li, Guoqiang Xue, Linbo Zhang	Accelerated Bayesian Inversion of Transient Electromagnetic Data Using MCMC Subposteriors.	IEEE Trans. Geosci. Remote. Sens.	2021	DBLP DOI BibTeX RDF
14	Kjartan Kloster Osmundsen, Tore Selland Kleppe, Atle Oglend	MCMC for Markov-switching models - Gibbs sampling vs. marginalized likelihood.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
14	Arvind K. Saibaba, Pranjal Prasad, Eric de Sturler, Eric L. Miller 0001, Misha E. Kilmer	Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
14	Yating Wang, Wei Deng 0002, Guang Lin	An adaptive Hessian approximated stochastic gradient MCMC method.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
14	Yating Wang, Wei Deng 0002, Guang Lin	Bayesian sparse learning with preconditioned stochastic gradient MCMC and its applications.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
14	Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov	Variance Reduction for Dependent Sequences with Applications to Stochastic Gradient MCMC.	SIAM/ASA J. Uncertain. Quantification	2021	DBLP DOI BibTeX RDF
14	Jianwen Xie, Zilong Zheng, Xiaolin Fang 0002, Song-Chun Zhu, Ying Nian Wu	Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation.	CoRR	2021	DBLP BibTeX RDF
14	Antonios Alexos, Alex Boyd, Stephan Mandt	Structured Stochastic Gradient MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Alessio Benavoli, Jason Wyse, Arthur J. White	Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect.	CoRR	2021	DBLP BibTeX RDF
14	Yue-Chao Zhu, Zhaoxi Sun, Qiao-Le He	Clustering-based convergence diagnostic for multi-modal identification in parameter estimation of chromatography model with parallel MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Emanuele Sansone	LSB: Local Self-Balancing MCMC in Discrete Spaces.	CoRR	2021	DBLP BibTeX RDF
14	James Foster, Terry J. Lyons, Harald Oberhauser	The shifted ODE method for underdamped Langevin MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Priyank Jaini, Didrik Nielsen, Max Welling	Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Guang Lin, Yating Wang, Zecheng Zhang	Multi-variance replica exchange stochastic gradient MCMC for inverse and forward Bayesian physics-informed neural network.	CoRR	2021	DBLP BibTeX RDF
14	Hélder F. S. Campos, Nuno Paulino 0001	Multiple target tracking with interaction using an MCMC MRF Particle Filter.	CoRR	2021	DBLP BibTeX RDF
14	Shahrzad Haddadan, Yue Zhuang, Cyrus Cousins, Eli Upfal	Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds.	CoRR	2021	DBLP BibTeX RDF
14	Rohitash Chandra, Ayush Bhagat, Manavendra Maharana, Pavel N. Krivitsky	Bayesian graph convolutional neural networks via tempered MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Tomas Geffner, Justin Domke	MCMC Variational Inference via Uncorrected Hamiltonian Annealing.	CoRR	2021	DBLP BibTeX RDF
14	Anand Jerry George, Navin Kashyap	An MCMC Method to Sample from Lattice Distributions.	CoRR	2021	DBLP BibTeX RDF
14	Amit Deshpande 0001, Rameshwar Pratap	On Subspace Approximation and Subset Selection in Fewer Passes by MCMC Sampling.	CoRR	2021	DBLP BibTeX RDF
14	Shun Kimura, Keisuke Ota, Koujin Takeda	Improved Neuronal Ensemble Inference with Generative Model and MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Chris Cannella, Vahid Tarokh	Semi-Empirical Objective Functions for MCMC Proposal Optimization.	CoRR	2021	DBLP BibTeX RDF
14	Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines	DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm.	CoRR	2021	DBLP BibTeX RDF
14	Zheyang Shen, Markus Heinonen, Samuel Kaski	De-randomizing MCMC dynamics with the diffusion Stein operator.	CoRR	2021	DBLP BibTeX RDF
14	Anna Andrle, Nando Farchmin, Paul Hagemann, Sebastian Heidenreich, Victor Soltwisch, Gabriele Steidl	Invertible Neural Networks versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence.	CoRR	2021	DBLP BibTeX RDF
14	Rohitash Chandra, Mahir Jain, Manavendra Maharana, Pavel N. Krivitsky	Revisiting Bayesian Autoencoders with MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Fernando Llorente 0001, Ernesto Curbelo, Luca Martino, Victor Elvira, David Delgado 0001	MCMC-driven importance samplers.	CoRR	2021	DBLP BibTeX RDF
14	Christophe Andrieu, Anthony Lee, Sam Power, Andi Q. Wang	Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC.	CoRR	2021	DBLP BibTeX RDF
14	Kianoush Fathi Vajargah, Sara Ghaniyari Benis, Hamid Mottaghi Golshan	Detection of the quality of vital signals by the Monte Carlo Markov Chain (MCMC) method and noise deleting.	Health Inf. Sci. Syst.	2021	DBLP DOI BibTeX RDF
14	Zengyi Li, Yubei Chen, Friedrich T. Sommer	A Neural Network MCMC Sampler That Maximizes Proposal Entropy.	Entropy	2021	DBLP DOI BibTeX RDF
14	Nicolas Chopin, Gabriel Ducrocq	Fast Compression of MCMC Output.	Entropy	2021	DBLP DOI BibTeX RDF
14	Matias Quiroz, Minh-Ngoc Tran, Mattias Villani, Robert Kohn, Khue-Dung Dang	The Block-Poisson Estimator for Optimally Tuned Exact Subsampling MCMC.	J. Comput. Graph. Stat.	2021	DBLP DOI BibTeX RDF
14	Tomasz Cakala, Blazej Miasojedow, Wojciech Niemiro	Particle MCMC With Poisson Resampling: Parallelization and Continuous Time Models.	J. Comput. Graph. Stat.	2021	DBLP DOI BibTeX RDF
14	Ingmar Schuster, Ilja Klebanov	Markov Chain Importance Sampling - A Highly Efficient Estimator for MCMC.	J. Comput. Graph. Stat.	2021	DBLP DOI BibTeX RDF
14	Pavel Kulmon	Reversible Jump MCMC for Deghosting in MSPSR Systems.	Sensors	2021	DBLP DOI BibTeX RDF
14	Qingwu Li, Jinxin Xu, Jiayu Wang, Yuefeng Jing, Xiaolin Wang	Uncertainty Quantification Enforced Flash Radiography Reconstruction by Two-Level Efficient MCMC.	IEEE Trans. Image Process.	2021	DBLP DOI BibTeX RDF
14	Rehman S. Merali, Timothy D. Barfoot	MCMC Occupancy Grid Mapping with a Data-Driven Patch Prior.	ICRA	2021	DBLP DOI BibTeX RDF
14	Anand Jerry George, Navin Kashyap	An MCMC Method to Sample from Lattice Distributions.	ISIT	2021	DBLP DOI BibTeX RDF
14	Vivek S. Borkar, Syomantak Chaudhuri	Accelerating MCMC by Rare Intermittent Resets.	VALUETOOLS	2021	DBLP DOI BibTeX RDF
14	Jianwen Xie, Zilong Zheng, Xiaolin Fang 0002, Song-Chun Zhu, Ying Nian Wu	Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation.	AAAI	2021	DBLP DOI BibTeX RDF
14	Dongsheng An, Jianwen Xie, Ping Li 0001	Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction.	CVPR	2021	DBLP BibTeX RDF
14	Anna Andrle, Nando Farchmin, Paul Hagemann, Sebastian Heidenreich, Victor Soltwisch, Gabriele Steidl	Invertible Neural Networks Versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence.	SSVM	2021	DBLP DOI BibTeX RDF
14	Salem Said, Nicolas Le Bihan, Jonathan H. Manton	From Bayesian Inference to MCMC and Convex Optimisation in Hadamard Manifolds.	GSI	2021	DBLP DOI BibTeX RDF
14	Zheyang Shen, Markus Heinonen, Samuel Kaski	De-randomizing MCMC dynamics with the diffusion Stein operator.	NeurIPS	2021	DBLP BibTeX RDF
14	Shahrzad Haddadan, Yue Zhuang, Cyrus Cousins, Eli Upfal	Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds.	NeurIPS	2021	DBLP BibTeX RDF
14	Zhengmian Hu, Feihu Huang, Heng Huang	Optimal Underdamped Langevin MCMC Method.	NeurIPS	2021	DBLP BibTeX RDF
14	Tomas Geffner, Justin Domke	MCMC Variational Inference via Uncorrected Hamiltonian Annealing.	NeurIPS	2021	DBLP BibTeX RDF
14	Volodimir Begy, Erich Schikuta	Error-Guided Likelihood-Free MCMC.	IJCNN	2021	DBLP DOI BibTeX RDF
14	Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila	Birth-Death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications.	IEA/AIE (1)	2021	DBLP DOI BibTeX RDF
14	Will Sussman Grathwohl, Jacob Jin Kelly, Milad Hashemi, Mohammad Norouzi 0002, Kevin Swersky, David Duvenaud	No MCMC for me: Amortized sampling for fast and stable training of energy-based models.	ICLR	2021	DBLP BibTeX RDF
14	Wei Deng 0002, Qi Feng 0005, Georgios Karagiannis, Guang Lin, Faming Liang	Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction.	ICLR	2021	DBLP BibTeX RDF
14	Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines	DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs.	ICML	2021	DBLP BibTeX RDF
14	Stephen Cranefield, Ashish Dhiman 0002	Identifying Norms from Observation Using MCMC Sampling.	IJCAI	2021	DBLP DOI BibTeX RDF
14	Tobias Schwedes, Ben Calderhead	Rao-Blackwellised parallel MCMC.	AISTATS	2021	DBLP BibTeX RDF
14	Priyank Jaini, Didrik Nielsen, Max Welling	Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC.	AISTATS	2021	DBLP BibTeX RDF
14	Matthew Hoffman 0001, Alexey Radul, Pavel Sountsov	An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo.	AISTATS	2021	DBLP BibTeX RDF
14	Xuanbo Su, Nizar Bouguila, Nuha Zamzami	Covid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models.	FLAIRS	2021	DBLP DOI BibTeX RDF
14	Wenbo Gong 0001	Advances in approximate inference: combining VI and MCMC and improving on Stein discrepancy.		2021	RDF
14	Grant Backlund, James P. Hobert	A note on the convergence rate of MCMC for robust Bayesian multivariate linear regression with proper priors.	Comput. Math. Methods	2020	DBLP DOI BibTeX RDF
14	James Paul LeSage	Fast MCMC estimation of multiple W-matrix spatial regression models and Metropolis-Hastings Monte Carlo log-marginal likelihoods.	J. Geogr. Syst.	2020	DBLP DOI BibTeX RDF
14	Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein	Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
14	James E. Johndrow, Paulo Orenstein, Anirban Bhattacharya	Scalable Approximate MCMC Algorithms for the Horseshoe Prior.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
14	Jackie S. T. Wong, Jonathan J. Forster, Peter W. F. Smith	Properties of the bridge sampler with a focus on splitting the MCMC sample.	Stat. Comput.	2020	DBLP DOI BibTeX RDF
14	Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov	Variance reduction for Markov chains with application to MCMC.	Stat. Comput.	2020	DBLP DOI BibTeX RDF
14	Changye Wu, Christian P. Robert	Coordinate sampler: a non-reversible Gibbs-like MCMC sampler.	Stat. Comput.	2020	DBLP DOI BibTeX RDF
14	Yusuke Sakumoto, Ittetsu Taniguchi	Fast Directional Energy Interchange Used in MCMC-based Autonomous Decentralized Mechanism toward a Resilient Microgrid.	J. Inf. Process.	2020	DBLP DOI BibTeX RDF
14	Peng Zhao, Hongbing Cheng, Yicheng Fang, Xiaoqing Wang	A Secure Storage Strategy for Blockchain Based on MCMC Algorithm.	IEEE Access	2020	DBLP DOI BibTeX RDF
14	Yusen Lin, Lingjuan Miao, Zhiqiang Zhou	An Improved MCMC-Based Particle Filter for GPS-Aided SINS In-Motion Initial Alignment.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
14	Tengyuan Zhao, Yu Wang 0042	Non-parametric simulation of non-stationary non-gaussian 3D random field samples directly from sparse measurements using signal decomposition and Markov Chain Monte Carlo (MCMC) simulation.	Reliab. Eng. Syst. Saf.	2020	DBLP DOI BibTeX RDF
14	Johnathan M. Bardsley, Per Christian Hansen	MCMC Algorithms for Computational UQ of Nonnegativity Constrained Linear Inverse Problems.	SIAM J. Sci. Comput.	2020	DBLP DOI BibTeX RDF
14	Rui Han 0002, Lin Bai 0001, Jie Yi, Jianwei Liu 0001, Jinho Choi 0001	Multiple Delay Estimation Using Genetic Algorithm-Based MCMC in Non-Orthogonal Random Access.	IEEE Wirel. Commun. Lett.	2020	DBLP DOI BibTeX RDF
14	Jinxin Xu, Qingwu Li, Jiayu Wang	Multiple Norms and Boundary Constraint Enforced Image Deblurring via Efficient MCMC Algorithm.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
14	Keivan Dabiri, Mehrdad Malekmohammadi, Ali Sheikholeslami, Hirotaka Tamura	Replica Exchange MCMC Hardware With Automatic Temperature Selection and Parallel Trial.	IEEE Trans. Parallel Distributed Syst.	2020	DBLP DOI BibTeX RDF
14	Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood	Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation.	Oper. Res. Lett.	2020	DBLP DOI BibTeX RDF
14	Soma Yokoi, Takuma Otsuka, Issei Sato	Weak approximation of transformed stochastic gradient MCMC.	Mach. Learn.	2020	DBLP DOI BibTeX RDF
14	Axel Theorell, Katharina Nöh	Reversible jump MCMC for multi-model inference in Metabolic Flux Analysis.	Bioinform.	2020	DBLP DOI BibTeX RDF
14	Ziyuan Liu, Dong Chen 0011, Kai M. Wurm, Georg von Wichert	Table-Top Scene Analysis Using Knowledge-Supervised MCMC.	CoRR	2020	DBLP BibTeX RDF
14	Nanwei Wang, Laurent Briollais, Hélène Massam	The scalable Birth-Death MCMC Algorithm for Mixed Graphical Model Learning with Application to Genomic Data Integration.	CoRR	2020	DBLP BibTeX RDF
14	Johnathan M. Bardsley, Tiangang Cui	Optimization-Based MCMC Methods for Nonlinear Hierarchical Statistical Inverse Problems.	CoRR	2020	DBLP BibTeX RDF
14	Junpeng Lao, Christopher Suter, Ian Langmore, Cyril Chimisov, Ashish Saxena, Pavel Sountsov, Dave Moore, Rif A. Saurous, Matthew D. Hoffman, Joshua V. Dillon	tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware.	CoRR	2020	DBLP BibTeX RDF
14	Kirill Neklyudov, Max Welling, Evgenii Egorov, Dmitry P. Vetrov	Involutive MCMC: a Unifying Framework.	CoRR	2020	DBLP BibTeX RDF
14	Ruilin Li, Xin Wang 0016, Hongyuan Zha, Molei Tao	Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients.	CoRR	2020	DBLP BibTeX RDF
14	Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò	Accelerating MCMC algorithms through Bayesian Deep Networks.	CoRR	2020	DBLP BibTeX RDF
14	Ziyuan Liu, Georg von Wichert	A Generalizable Knowledge Framework for Semantic Indoor Mapping Based on Markov Logic Networks and Data Driven MCMC.	CoRR	2020	DBLP BibTeX RDF
14	Will Grathwohl, Jacob Kelly, Milad Hashemi, Mohammad Norouzi 0002, Kevin Swersky, David Duvenaud	No MCMC for me: Amortized sampling for fast and stable training of energy-based models.	CoRR	2020	DBLP BibTeX RDF