Search results for "MCMC"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Abdullahi Daniyan	Performance Analysis of Sequential Monte Carlo MCMC and PHD Filters on Multi-target Tracking in Video.	EMS	2014	DBLP DOI BibTeX RDF
14	Maurizio Filippone	Bayesian Inference for Gaussian Process Classifiers with Annealing and Pseudo-Marginal MCMC.	ICPR	2014	DBLP DOI BibTeX RDF
14	David Sergio Matusevich, Carlos Ordonez 0001	A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries.	BigMine	2014	DBLP BibTeX RDF
14	Joon-Hong Seok, Su-Jin Lee, Han-Lim Choi	A Gaussian Process-Enabled MCMC Approach for Contaminant Source Characterization in a Sensor-Rich Multi-Story Building.	DyDESS	2014	DBLP DOI BibTeX RDF
14	Aditya V. Nori, Chung-Kil Hur, Sriram K. Rajamani, Selva Samuel	R2: An Efficient MCMC Sampler for Probabilistic Programs.	AAAI	2014	DBLP DOI BibTeX RDF
14	Guillaume Guex	Spatial Graphs Cost and Efficiency: Exploring Edges Competition by MCMC.	GIScience	2014	DBLP DOI BibTeX RDF
14	Timothy Bodisco, Jason D'Netto, Neil Kelson, Jasmine Banks, Ross Hayward	Computation of ECG Signal Features Using MCMC Modelling in Software and FPGA Reconfigurable Hardware.	ICCS	2014	DBLP DOI BibTeX RDF
14	Wonsik Kim, Kyoung Mu Lee	Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization.	CVPR	2014	DBLP DOI BibTeX RDF
14	Marcelo Pereyra, Nick Whiteley, Christophe Andrieu, Jean-Yves Tourneret	Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm.	SSP	2014	DBLP DOI BibTeX RDF
14	Luca Martino, Victor Elvira, David Luengo, Antonio Artés-Rodríguez, Jukka Corander	Orthogonal MCMC algorithms.	SSP	2014	DBLP DOI BibTeX RDF
14	David Rohde, Jonathan Corcoran	MCMC methods for univariate exponential family models with intractable normalization constants.	SSP	2014	DBLP DOI BibTeX RDF
14	Muhammad R. Ahmed, Hongyan Cui, Xu Huang 0001	Smart integration of cloud computing and MCMC based secured WSN to monitor environment.	VITAE	2014	DBLP DOI BibTeX RDF
14	Viet-An Nguyen, Jordan L. Boyd-Graber, Philip Resnik	Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling.	EMNLP	2014	DBLP DOI BibTeX RDF
14	Xiaochang Peng, Daniel Gildea	Type-based MCMC for Sampling Tree Fragments from Forests.	EMNLP	2014	DBLP DOI BibTeX RDF
14	Anoop Korattikara Balan, Yutian Chen, Max Welling	Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget.	ICML	2014	DBLP BibTeX RDF
14	Sungjin Ahn, Babak Shahbaba, Max Welling	Distributed Stochastic Gradient MCMC.	ICML	2014	DBLP BibTeX RDF
14	Mayazzurra Ruggiano, Melanie Bocquel, Hans Driessen	Multiple model sequential MCMC for jump Markov systems.	FUSION	2014	DBLP BibTeX RDF
14	Ángel F. García-Fernández, Ba-Ngu Vo, Ba-Tuong Vo	MCMC-based posterior independence approximation for RFS multitarget particle filters.	FUSION	2014	DBLP BibTeX RDF
14	Fernando Jose Iglesias Garcia, Melanie Bocquel, Hans Driessen	Advanced IP-MCMC-PF design ingredients.	FUSION	2014	DBLP BibTeX RDF
14	Lingfeng Yang, Pat Hanrahan, Noah D. Goodman	Generating Efficient MCMC Kernels from Probabilistic Programs.	AISTATS	2014	DBLP BibTeX RDF
14	Abdelbassit Boualem, Meryem Jabloun, Philippe Ravier, Marie Naiim, Alain Jalocha	A reversible jump MCMC algorithm for Particle Size inversion in Multiangle Dynamic Light Scattering.	EUSIPCO	2014	DBLP BibTeX RDF
14	Levi Boyles	General Purpose MCMC Sampling for Bayesian Model Averaging.		2014	RDF
14	Daniel Gruhlke	Convergence of Multilevel MCMC methods on path spaces		2014	RDF
14	Wenwei Ying, Yuzhong Jiang, Yueliang Liu, Puxuan Li	A Blind Receiver with Multiple Antennas in Impulsive Noise Modeled as the Sub-Gaussian Distribution via the MCMC Algorithm.	IEEE Trans. Veh. Technol.	2013	DBLP DOI BibTeX RDF
14	Lev Kuandykov	Bayesian hierarchical model with MCMC for optical cable flame retardancy tests.	Expert Syst. Appl.	2013	DBLP DOI BibTeX RDF
14	Vinayak A. Rao, Yee Whye Teh	Fast MCMC sampling for Markov jump processes and extensions.	J. Mach. Learn. Res.	2013	DBLP BibTeX RDF
14	Di Zhao, Shenghua Ni	Parallel Multi-Proposal and Multi-Chain MCMC for calculating P-Value of genome-Wide Association Study.	Parallel Process. Lett.	2013	DBLP DOI BibTeX RDF
14	Nuttanan Wichitaksorn, Hiroki Tsurumi	Comparison of MCMC algorithms for the estimation of Tobit model with non-normal error: The case of asymmetric Laplace distribution.	Comput. Stat. Data Anal.	2013	DBLP DOI BibTeX RDF
14	Joël Akeret, Sebastian Seehars, Adam Amara, Alexandre Refregier, André Csillaghy	CosmoHammer: Cosmological parameter estimation with the MCMC Hammer.	Astron. Comput.	2013	DBLP DOI BibTeX RDF
14	Ramazan Havangi, Mohammad Ali Nekoui, Hamid D. Taghirad, Mohammad Teshnehlab	An intelligent UFastSLAM with MCMC move step.	Adv. Robotics	2013	DBLP DOI BibTeX RDF
14	Fabio H. Nieto, Hanwen Zhang, Wen Li	Using the Reversible Jump MCMC Procedure for Identifying and Estimating Univariate TAR Models.	Commun. Stat. Simul. Comput.	2013	DBLP DOI BibTeX RDF
14	Melanie Bocquel, Francesco Papi, Martin Podt, Hans Driessen	Multitarget Tracking With Multiscan Knowledge Exploitation Using Sequential MCMC Sampling.	IEEE J. Sel. Top. Signal Process.	2013	DBLP DOI BibTeX RDF
14	Masahiro Kuroda, Hiroki Hashiguchi, Shigekazu Nakagawa, Zhi Geng	MCMC using Markov bases for computing p-values in decomposable log-linear models.	Comput. Stat.	2013	DBLP DOI BibTeX RDF
14	Alan Medlar, Dorota Glowacka, Horia Stanescu, Kevin Bryson, Robert Kleta	SwiftLink: parallel MCMC linkage analysis using multicore CPU and GPU.	Bioinform.	2013	DBLP DOI BibTeX RDF
14	José M. Peña 0001	Approximate Counting of Graphical Models Via MCMC Revisited	CoRR	2013	DBLP BibTeX RDF
14	Anoop Korattikara Balan, Yutian Chen, Max Welling	Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget	CoRR	2013	DBLP BibTeX RDF
14	Bhaskara Marthi, Hanna Pasula, Stuart Russell 0001, Yuval Peres	Decayed MCMC Filtering	CoRR	2013	DBLP BibTeX RDF
14	Roger Frigola, Fredrik Lindsten, Thomas B. Schön, Carl E. Rasmussen	Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC.	CoRR	2013	DBLP BibTeX RDF
14	Xiangyu Wang 0006, David B. Dunson	Parallel MCMC via Weierstrass Sampler.	CoRR	2013	DBLP BibTeX RDF
14	Charilaos Efthymiou 0001	MCMC sampling colourings and independent sets of G(n,d/n) near the uniqueness threshold	CoRR	2013	DBLP BibTeX RDF
14	Willie Neiswanger, Chong Wang 0002, Eric P. Xing	Asymptotically Exact, Embarrassingly Parallel MCMC.	CoRR	2013	DBLP BibTeX RDF
14	Varun Kanade, Elchanan Mossel	MCMC Learning.	CoRR	2013	DBLP BibTeX RDF
14	Christophe Andrieu, Nando de Freitas, Arnaud Doucet	Reversible Jump MCMC Simulated Annealing for Neural Networks	CoRR	2013	DBLP BibTeX RDF
14	Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Michael I. Jordan, Stuart Russell 0001	Variational MCMC	CoRR	2013	DBLP BibTeX RDF
14	Hee Min Choi, James P. Hobert	Analysis of MCMC algorithms for Bayesian linear regression with Laplace errors.	J. Multivar. Anal.	2013	DBLP DOI BibTeX RDF
14	Alireza Roodaki, Julien Bect, Gilles Fleury	Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids Via Reversible Jump MCMC".	IEEE Trans. Signal Process.	2013	DBLP DOI BibTeX RDF
14	Agnes Fussl, Sylvia Frühwirth-Schnatter, Rudolf Frühwirth	Efficient MCMC for Binomial Logit Models.	ACM Trans. Model. Comput. Simul.	2013	DBLP DOI BibTeX RDF
14	Mariagiulia Matteucci, Bernard P. Veldkamp	On the use of MCMC computerized adaptive testing with empirical prior information to improve efficiency.	Stat. Methods Appl.	2013	DBLP DOI BibTeX RDF
14	J. F. Joseph, Joseph H. A. Guillaume	Using a parallelized MCMC algorithm in R to identify appropriate likelihood functions for SWAT.	Environ. Model. Softw.	2013	DBLP DOI BibTeX RDF
14	Ricardo Bezerra de Andrade e Silva	A MCMC Approach for Learning the Structure of Gaussian Acyclic Directed Mixed Graphs.	Statistical Models for Data Analysis	2013	DBLP DOI BibTeX RDF
14	Laura Deldossi, Roberta Paroli	Inference on the CUB Model: An MCMC Approach.	Classification and Data Mining	2013	DBLP DOI BibTeX RDF
14	David Sergio Matusevich, Carlos Ordonez 0001, Veerabhadran Baladandayuthapani	A fast convergence clustering algorithm merging MCMC and EM methods.	CIKM	2013	DBLP DOI BibTeX RDF
14	Young-Chul Lim, Dongyoung Kim, Chung-Hee Lee	MCMC particle filter-based vehicle tracking method using multiple hypotheses and appearance model.	Intelligent Vehicles Symposium	2013	DBLP DOI BibTeX RDF
14	José M. Peña 0001	Approximate Counting of Graphical Models via MCMC Revisited.	CAEPIA	2013	DBLP DOI BibTeX RDF
14	Aleem Mushtaq, Chin-Hui Lee	An mcmc approach to joint estimation of clean speech and noise for robust speech recognition.	ICASSP	2013	DBLP DOI BibTeX RDF
14	Bentarage Sachintha Karunaratne, Mark R. Morelande, William Moran 0001	MCMC particle filter for tracking in a partially known multipath environment.	ICASSP	2013	DBLP DOI BibTeX RDF
14	François Septier, Gareth W. Peters, Ido Nevat	Bayesian filtering with intractable likelihood using sequential MCMC.	ICASSP	2013	DBLP DOI BibTeX RDF
14	Bogdan Moldovan, Ingo Thon, Jesse Davis, Luc De Raedt	MCMC Estimation of Conditional Probabilities in Probabilistic Programming Languages.	ECSQARU	2013	DBLP DOI BibTeX RDF
14	Grigorios Mingas, Farhan Rahman, Christos-Savvas Bouganis	On Optimizing the Arithmetic Precision of MCMC Algorithms.	FCCM	2013	DBLP DOI BibTeX RDF
14	Lan Wang, Pingyang Dai, Yanlong Luo, Cuihua Li, Yi Xie 0004	Visual Tracking Based on Compressive Sensing MCMC Sampling.	SMC	2013	DBLP DOI BibTeX RDF
14	Thierry Silbermann, Immanuel Bayer, Steffen Rendle	Sample selection for MCMC-based recommender systems.	RecSys	2013	DBLP DOI BibTeX RDF
14	Roger Frigola, Fredrik Lindsten, Thomas B. Schön, Carl E. Rasmussen	Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC.	NIPS	2013	DBLP BibTeX RDF
14	Melanie Bocquel, Hans Driessen, Arunabha Bagchi	Multitarget tracking with IP reversible jump MCMC-PF.	FUSION	2013	DBLP BibTeX RDF
14	Li Tang, Zheng Zhao, Xiujun Gong, Hua-Peng Zeng	Optimization of MCMC sampling algorithm for the calculation of PAC-Bayes bound.	ICMLC	2013	DBLP DOI BibTeX RDF
14	Melanie Bocquel	Random finite sets in multi-target tracking - efficient sequential MCMC implementation.		2013	RDF
14	Nizar Bouguila, Tarek Elguebaly	A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
14	Nimalan Mahendran, Ziyu Wang 0001, Firas Hamze, Nando de Freitas	Adaptive MCMC with Bayesian Optimization.	AISTATS	2012	DBLP BibTeX RDF
14	Marcus A. Brubaker, Mathieu Salzmann, Raquel Urtasun	A Family of MCMC Methods on Implicitly Defined Manifolds.	AISTATS	2012	DBLP BibTeX RDF
14	Jian-bo Wang, Chong-jun Fan, Lei Bai 0002	Air Traffic Forecast Empirical Research Based on the MCMC Method.	Comput. Inf. Sci.	2012	DBLP DOI BibTeX RDF
14	Tristan Marshall, Gareth O. Roberts	An adaptive approach to Langevin MCMC.	Stat. Comput.	2012	DBLP DOI BibTeX RDF
14	Ramona Georgescu, Peter Willett 0001	RFS MCMC Predetection Fusion Applied to Multistatic Sonar Data.	IEEE Trans. Aerosp. Electron. Syst.	2012	DBLP DOI BibTeX RDF
14	Khadidja Berradja, Nabil Boughanmi	Assessment of brain glucose metabolism with input function determined from brain PET images by means of Bayesian ICA and MCMC methods.	Comput. Medical Imaging Graph.	2012	DBLP DOI BibTeX RDF
14	Ahmed A. Soliman, Ahmed H. Abd-Ellah, Naser A. Abou-Elheggag, Essam A. Ahmed	Modified Weibull model: A Bayes study using MCMC approach based on progressive censoring data.	Reliab. Eng. Syst. Saf.	2012	DBLP DOI BibTeX RDF
14	Ihor Smal, Noemí Carranza-Herrezuelo, Stefan Klein 0001, Piotr Wielopolski, Adriaan Moelker, Tirza Springeling, Monique Bernsen, Wiro J. Niessen, Erik Meijering	Reversible jump MCMC methods for fully automatic motion analysis in tagged MRI.	Medical Image Anal.	2012	DBLP DOI BibTeX RDF
14	James L. Kitchen, Jonathan D. Moore, Sarah A. Palmer, Robin G. Allaby	MCMC-ODPR: Primer design optimization using Markov Chain Monte Carlo sampling.	BMC Bioinform.	2012	DBLP DOI BibTeX RDF
14	Johnathan M. Bardsley	MCMC-Based Image Reconstruction with Uncertainty Quantification.	SIAM J. Sci. Comput.	2012	DBLP DOI BibTeX RDF
14	James Martin, Lucas C. Wilcox, Carsten Burstedde, Omar Ghattas	A Stochastic Newton MCMC Method for Large-Scale Statistical Inverse Problems with Application to Seismic Inversion.	SIAM J. Sci. Comput.	2012	DBLP DOI BibTeX RDF
14	Xiaobin Wu, Lei Cao 0001, Paul M. Goggans	Optimization for image transmission over varying channel with MCMC.	EURASIP J. Wirel. Commun. Netw.	2012	DBLP DOI BibTeX RDF
14	Avishy Carmi, François Septier, Simon J. Godsill	The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking.	Autom.	2012	DBLP DOI BibTeX RDF
14	Vinayak A. Rao, Yee Whye Teh	Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks	CoRR	2012	DBLP BibTeX RDF
14	Chong Wang 0002, David M. Blei	A Split-Merge MCMC Algorithm for the Hierarchical Dirichlet Process	CoRR	2012	DBLP BibTeX RDF
14	Yangbo He, Jinzhu Jia, Bin Yu 0001	Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs	CoRR	2012	DBLP BibTeX RDF
14	Brian Milch, Stuart Russell 0001	General-Purpose MCMC Inference over Relational Structures.	CoRR	2012	DBLP BibTeX RDF
14	Daniel Eaton, Kevin P. Murphy	Bayesian structure learning using dynamic programming and MCMC	CoRR	2012	DBLP BibTeX RDF
14	Tanumay Datta, N. Ashok Kumar, Ananthanarayanan Chockalingam, B. Sundar Rajan	A Novel MCMC Based Receiver for Large-Scale Uplink Multiuser MIMO Systems	CoRR	2012	DBLP BibTeX RDF
14	Matthias Hoffman, Hendrik Kück, Nando de Freitas, Arnaud Doucet	New inference strategies for solving Markov Decision Processes using reversible jump MCMC	CoRR	2012	DBLP BibTeX RDF
14	Firas Hamze, Nando de Freitas	Intracluster Moves for Constrained Discrete-Space MCMC	CoRR	2012	DBLP BibTeX RDF
14	Iain Murray 0001, Zoubin Ghahramani	Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms	CoRR	2012	DBLP BibTeX RDF
14	Teppo Niinimaki, Pekka Parviainen, Mikko Koivisto	Partial Order MCMC for Structure Discovery in Bayesian Networks	CoRR	2012	DBLP BibTeX RDF
14	Dror Baron, Tsachy Weissman	An MCMC Approach to Universal Lossy Compression of Analog Sources.	IEEE Trans. Signal Process.	2012	DBLP DOI BibTeX RDF
14	Shirin Jalali, Tsachy Weissman	Denoising via MCMC-Based Lossy Compression.	IEEE Trans. Signal Process.	2012	DBLP DOI BibTeX RDF
14	Shirin Jalali, Tsachy Weissman	Block and Sliding-Block Lossy Compression via MCMC.	IEEE Trans. Commun.	2012	DBLP DOI BibTeX RDF
14	Yi-Ting Yeh, Lingfeng Yang, Matthew Watson, Noah D. Goodman, Pat Hanrahan	Synthesizing open worlds with constraints using locally annealed reversible jump MCMC.	ACM Trans. Graph.	2012	DBLP DOI BibTeX RDF
14	Jon Arróspide, Luis Salgado, Marcos Nieto	Video analysis-based vehicle detection and tracking using an MCMC sampling framework.	EURASIP J. Adv. Signal Process.	2012	DBLP DOI BibTeX RDF
14	Kaimin Yu, Zhe Li, Genliang Guan, Zhiyong Wang 0001, David Dagan Feng	Unsupervised Text Segmentation using LDA and MCMC.	AusDM	2012	DBLP BibTeX RDF
14	Jihong Min, Jungho Kim 0005, Seunghak Shin, In-So Kweon	Efficient Data-Driven MCMC sampling for vision-based 6D SLAM.	ICRA	2012	DBLP DOI BibTeX RDF
14	Harri Auvinen, Tuomo Raitio, Samuli Siltanen, Paavo Alku	Utilizing Markov Chain Monte Carlo (MCMC) Method for Improved Glottal Inverse Filtering.	INTERSPEECH	2012	DBLP DOI BibTeX RDF
14	David Rohde, Jonathan Corcoran, Gentry White, Ruth Huang	Visualization of Predictive Distributions for Discrete Spatial-Temporal Log Cox Processes Approximated with MCMC.	IDEAL	2012	DBLP DOI BibTeX RDF
14	Dung Nghi Truong Cong, François Septier, Christelle Garnier, Louahdi Khoudour, Yves Delignon	Robust visual tracking via MCMC-based particle filtering.	ICASSP	2012	DBLP DOI BibTeX RDF
14	Mathias Niepert	Lifted Probabilistic Inference: An MCMC Perspective.	StarAI@UAI	2012	DBLP BibTeX RDF