Search results for "mcmc"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Alberto Caron, Xitong Liang, Samuel Livingstone, Jim E. Griffin	Structure Learning with Adaptive Random Neighborhood Informed MCMC.	CoRR	2023	DBLP DOI BibTeX RDF
14	Shreevignesh Suriyanarayanan, Praveen Paruchuri, Girish Varma	City-scale Pollution Aware Traffic Routing by Sampling Max Flows using MCMC.	CoRR	2023	DBLP DOI BibTeX RDF
14	Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon	Automatically Marginalized MCMC in Probabilistic Programming.	CoRR	2023	DBLP DOI BibTeX RDF
14	Yilun Du, Conor Durkan, Robin Strudel, Joshua B. Tenenbaum, Sander Dieleman, Rob Fergus, Jascha Sohl-Dickstein, Arnaud Doucet, Will Grathwohl	Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC.	CoRR	2023	DBLP DOI BibTeX RDF
14	Denis Belomestny, Artur Goldman, Alexey Naumov, Sergey Samsonov	Theoretical guarantees for neural control variates in MCMC.	CoRR	2023	DBLP DOI BibTeX RDF
14	Florian Unger, Jonathan Krebs	MCMC Sampling of Directed Flag Complexes with Fixed Undirected Graphs.	CoRR	2023	DBLP DOI BibTeX RDF
14	Andrew J. Holbrook	Generating MCMC proposals by randomly rotating the regular simplex.	J. Multivar. Anal.	2023	DBLP DOI BibTeX RDF
14	Xitong Liang, Samuel Livingstone, Jim E. Griffin	Adaptive MCMC for Bayesian Variable Selection in Generalised Linear Models and Survival Models.	Entropy	2023	DBLP DOI BibTeX RDF
14	Luca Rossini, Octavio A. Bruzzone, Stefano Speranza, Ines Delfino	Estimation and analysis of insect population dynamics parameters via physiologically based models and hybrid genetic algorithm MCMC methods.	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
14	Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John	Plug & play directed evolution of proteins with gradient-based discrete MCMC.	Mach. Learn. Sci. Technol.	2023	DBLP DOI BibTeX RDF
14	Jonas Gregor Wiese, Lisa Wimmer, Theodore Papamarkou, Bernd Bischl, Stephan Günnemann, David Rügamer	Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry.	ECML/PKDD (1)	2023	DBLP DOI BibTeX RDF
14	Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas	An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems.	ALGOCLOUD	2023	DBLP DOI BibTeX RDF
14	Tian Tan 0018, Carlos Huertas, Qi Zhao	Efficient and Effective Uncertainty Quantification in Gradient Boosting via Cyclical Gradient MCMC.	SafeAI@AAAI	2023	DBLP BibTeX RDF
14	Shreevignesh Suriyanarayanan, Praveen Paruchuri, Girish Varma	City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC.	AAAI	2023	DBLP DOI BibTeX RDF
14	Bowen Liu, Edna Milgo, Nixon K. Ronoh, Bernard Manderick	Comparison of MCMC Adaptation Schemes: A Preliminary Empirical Study.	GECCO Companion	2023	DBLP DOI BibTeX RDF
14	Peiyu Yu, Yaxuan Zhu, Sirui Xie, Xiaojian Ma, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu	Learning Energy-Based Prior Model with Diffusion-Amortized MCMC.	NeurIPS	2023	DBLP BibTeX RDF
14	Xiang Cheng, Bohan Wang, Jingzhao Zhang, Yusong Zhu	Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions.	NeurIPS	2023	DBLP BibTeX RDF
14	Jiali Cui, Tian Han 0001	Learning Energy-based Model via Dual-MCMC Teaching.	NeurIPS	2023	DBLP BibTeX RDF
14	Xitong Liang, Alberto Caron, Samuel Livingstone, Jim E. Griffin	Structure Learning with Adaptive Random Neighborhood Informed MCMC.	NeurIPS	2023	DBLP BibTeX RDF
14	Shreevignesh Suriyanarayanan, Praveen Paruchuri, Girish Varma	City-scale Pollution Aware Traffic Routing by Sampling Multiple Max Flows Using MCMC.	ITSC	2023	DBLP DOI BibTeX RDF
14	Pedram Agand, Mo Chen, Hamid D. Taghirad	Online Probabilistic Model Identification Using Adaptive Recursive MCMC.	IJCNN	2023	DBLP DOI BibTeX RDF
14	Jing Tao, Jianghua Peng, Tian Liu, Yangfan Li, Ruifeng Tian, Chengpeng Wu	Balanced Hashgraph Based on Dynamic MCMC: Efficient, Practical and Compatible.	DASC/PiCom/CBDCom/CyberSciTech	2023	DBLP DOI BibTeX RDF
14	Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane	Explaining the effects of non-convergent MCMC in the training of Energy-Based Models.	ICML	2023	DBLP BibTeX RDF
14	Beomsu Kim, Jong Chul Ye	Denoising MCMC for Accelerating Diffusion-Based Generative Models.	ICML	2023	DBLP BibTeX RDF
14	Yilun Du, Conor Durkan, Robin Strudel, Joshua B. Tenenbaum, Sander Dieleman, Rob Fergus, Jascha Sohl-Dickstein, Arnaud Doucet, Will Sussman Grathwohl	Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC.	ICML	2023	DBLP BibTeX RDF
14	Baris Alparslan, Sinan Yildirim, S. Ilker Birbil	Differentially Private Distributed Bayesian Linear Regression with MCMC.	ICML	2023	DBLP BibTeX RDF
14	Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon	Automatically marginalized MCMC in probabilistic programming.	ICML	2023	DBLP BibTeX RDF
14	Qing Li 0033, Runze Gan, Simon J. Godsill	A Scalable Rao-Blackwellised Sequential MCMC Sampler for Joint Detection and Tracking in Clutter.	FUSION	2023	DBLP DOI BibTeX RDF
14	Yinan Wang, Ze Yuan, Haoqi Liu, Zhenxiang Xing, Yi Ji, Heng Li, Qiang Fu, Chongxun Mo	A new scheme for probabilistic forecasting with an ensemble model based on CEEMDAN and AM-MCMC and its application in precipitation forecasting.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	Benjamin Rhodes, Michael U. Gutmann	Enhanced gradient-based MCMC in discrete spaces.	Trans. Mach. Learn. Res.	2022	DBLP BibTeX RDF
14	Maxime Vono, Daniel Paulin, Arnaud Doucet	Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
14	Shengchao Wang, Liguo Han, Xiangbo Gong, Shaoyue Zhang, Xingguo Huang, Pan Zhang	MCMC Method of Inverse Problems Using a Neural Network - Application in GPR Crosshole Full Waveform Inversion: A Numerical Simulation Study.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	Andrew D. Davis, Youssef M. Marzouk, Aaron Smith, Natesh S. Pillai	Rate-optimal refinement strategies for local approximation MCMC.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
14	Swapnil Mishra, Seth R. Flaxman, Tresnia Berah, Harrison Zhu, Mikko Pakkanen, Samir Bhatt	πVAE: a stochastic process prior for Bayesian deep learning with MCMC.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
14	Wei Deng 0002, Guang Lin, Faming Liang	An adaptively weighted stochastic gradient MCMC algorithm for Monte Carlo simulation and global optimization.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
14	Vasyl Hafych, Philipp Eller, Oliver Schulz, Allen Caldwell	Parallelizing MCMC sampling via space partitioning.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
14	Baris Alparslan, Sinan Yildirim	Statistic selection and MCMC for differentially private Bayesian estimation.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
14	Carlos H. C. Teixeira, Mayank Kakodkar, Vinícius Vitor dos Santos Dias, Wagner Meira Jr., Bruno Ribeiro 0001	Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation.	Data Min. Knowl. Discov.	2022	DBLP DOI BibTeX RDF
14	Kai Yang 0013, Xinyang Yu, Qingqing Zhang, Xiaogang Dong	On MCMC sampling in self-exciting integer-valued threshold time series models.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
14	Sébastien Coube-Sisqueille, Benoît Liquet	Improving performances of MCMC for Nearest Neighbor Gaussian Process models with full data augmentation.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
14	Qi Wang, Huapeng Wu, Yong Cheng, Hongtao Pan, Yang Yang 0020, Guodong Qin	Friction-Identification of Harmonic Drive Joints Based on the MCMC Method.	IEEE Access	2022	DBLP DOI BibTeX RDF
14	Rohitash Chandra, Mahir Jain, Manavendra Maharana, Pavel N. Krivitsky	Revisiting Bayesian Autoencoders With MCMC.	IEEE Access	2022	DBLP DOI BibTeX RDF
14	Dominic Keehan, J. Yarndley, Nicholas Rattenbury	Microlensing model inference with normalising flows and reversible jump MCMC.	Astron. Comput.	2022	DBLP DOI BibTeX RDF
14	Mohammed S. Eliwa, Rashad Mohamed El-Sagheer, Samah H. El-Essawy, Bader Almohaimeed, Fahad Sameer Alshammari, Mahmoud El-Morshedy	General Entropy with Bayes Techniques under Lindley and MCMC for Estimating the New Weibull-Pareto Parameters: Theory and Application.	Symmetry	2022	DBLP DOI BibTeX RDF
14	Benjamin Traullé, Stéphanie Bidon, Damien Roque	A Reversible Jump MCMC in Bayesian Blind Deconvolution With a Spherical Prior.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
14	Jie Liu, Qinglin Tang, Jisheng Kou, Dingguo Xu, Tao Zhang 0026, Shuyu Sun 0001	A quantitative study on the approximation error and speed-up of the multi-scale MCMC (Monte Carlo Markov chain) method for molecular dynamics.	J. Comput. Phys.	2022	DBLP DOI BibTeX RDF
14	Perry de Valpine, Sally Paganin, Daniel Turek	compareMCMCs: An R package for studying MCMC efficiency.	J. Open Source Softw.	2022	DBLP DOI BibTeX RDF
14	Cole Hawkins, Alec Koppel, Zheng Zhang 0005	Online, Informative MCMC Thinning with Kernelized Stein Discrepancy.	CoRR	2022	DBLP BibTeX RDF
14	Nawaf Bou-Rabee, Milo Marsden	Unadjusted Hamiltonian MCMC with Stratified Monte Carlo Time Integration.	CoRR	2022	DBLP DOI BibTeX RDF
14	Pedram Agand, Mo Chen, Hamid D. Taghirad	Online Probabilistic Model Identification using Adaptive Recursive MCMC.	CoRR	2022	DBLP DOI BibTeX RDF
14	Efthyvoulos Drousiotis, Paul G. Spirakis	Single MCMC Chain Parallelisation on Decision Trees.	CoRR	2022	DBLP DOI BibTeX RDF
14	Anna Kuzina, Max Welling, Jakub M. Tomczak	Defending Variational Autoencoders from Adversarial Attacks with MCMC.	CoRR	2022	DBLP DOI BibTeX RDF
14	Léo Gagnon, Guillaume Lajoie	Clarifying MCMC-based training of modern EBMs : Contrastive Divergence versus Maximum Likelihood.	CoRR	2022	DBLP BibTeX RDF
14	Beomsu Kim, Jong Chul Ye	Denoising MCMC for Accelerating Diffusion-Based Generative Models.	CoRR	2022	DBLP DOI BibTeX RDF
14	Frederic Koehler, Holden Lee, Andrej Risteski	Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods.	CoRR	2022	DBLP BibTeX RDF
14	Afonso S. Bandeira, Antoine Maillard, Richard Nickl, Sven Wang	On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions.	CoRR	2022	DBLP DOI BibTeX RDF
14	Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John	Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC.	CoRR	2022	DBLP DOI BibTeX RDF
14	Theodore Papamarkou	The premise of approximate MCMC in Bayesian deep learning.	CoRR	2022	DBLP DOI BibTeX RDF
14	Insu Han, Mike Gartrell, Elvis Dohmatob, Amin Karbasi	Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes.	CoRR	2022	DBLP DOI BibTeX RDF
14	Christos N. Karras, Aristeidis Karras	DBSOP: An Efficient Heuristic for Speedy MCMC Sampling on Polytopes.	CoRR	2022	DBLP DOI BibTeX RDF
14	James Vuckovic	Long-Time Convergence and Propagation of Chaos for Nonlinear MCMC.	CoRR	2022	DBLP BibTeX RDF
14	Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu	EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling.	CoRR	2022	DBLP DOI BibTeX RDF
14	Guanyang Wang, Tianze Wang	Unbiased Multilevel Monte Carlo methods for intractable distributions: MLMC meets MCMC.	CoRR	2022	DBLP DOI BibTeX RDF
14	Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi	Parallel MCMC Without Embarrassing Failures.	CoRR	2022	DBLP BibTeX RDF
14	Baris Alparslan, Sinan Yildirim	Statistic Selection and MCMC for Differentially Private Bayesian Estimation.	CoRR	2022	DBLP DOI BibTeX RDF
14	Na Ou, Zecheng Zhang, Guang Lin	A replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method for Bayesian inverse problems.	CoRR	2022	DBLP DOI BibTeX RDF
14	Meet P. Vadera, Adam D. Cobb, Brian Jalaian, Benjamin M. Marlin	Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning.	CoRR	2022	DBLP BibTeX RDF
14	Khoa D. Doan, Jianwen Xie, Yaxuan Zhu, Yang Zhao, Ping Li 0001	CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing.	CoRR	2022	DBLP DOI BibTeX RDF
14	Rohan Sawhney, Daqi Lin, Markus Kettunen, Benedikt Bitterli, Ravi Ramamoorthi, Chris Wyman, Matt Pharr	Decorrelating ReSTIR Samplers via MCMC Mutations.	CoRR	2022	DBLP DOI BibTeX RDF
14	Benjamin Rhodes, Michael U. Gutmann	Enhanced gradient-based MCMC in discrete spaces.	CoRR	2022	DBLP DOI BibTeX RDF
14	Arpit Kapoor, Eshwar Nukala, Rohitash Chandra	Bayesian neuroevolution using distributed swarm optimization and tempered MCMC.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
14	Burak C. Civek, Emre Ertin	Bayesian Sparse Blind Deconvolution Using MCMC Methods Based on Normal-Inverse-Gamma Prior.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
14	Benjamin Sischka, Göran Kauermann	EM-based smooth graphon estimation using MCMC and spline-based approaches.	Soc. Networks	2022	DBLP DOI BibTeX RDF
14	Shaofan Liu, Shiliang Sun	Adversarially Training MCMC with Non-Volume-Preserving Flows.	Entropy	2022	DBLP DOI BibTeX RDF
14	Medha Agarwal, Dootika Vats	Globally Centered Autocovariances in MCMC.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
14	Mario Beraha, Raffaele Argiento, Jesper Møller, Alessandra Guglielmi	MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
14	Alexandros Beskos, Kengo Kamatani	MCMC Algorithms for Posteriors on Matrix Spaces.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
14	Jere Koskela	Zig-Zag Sampling for Discrete Structures and Nonreversible Phylogenetic MCMC.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
14	Wei Shao, Yijun Zuo, June Luo	Employing the MCMC technique to compute the projection depth in high dimensions.	J. Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
14	Neil A. Spencer, Brian W. Junker, Tracy M. Sweet	Faster MCMC for Gaussian latent position network models.	Netw. Sci.	2022	DBLP DOI BibTeX RDF
14	Rubén M. Clavería, Simon J. Godsill	Sequential MCMC Methods for Audio Signal Enhancement.	ICASSP	2022	DBLP DOI BibTeX RDF
14	Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas	Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making.	AIAI Workshops	2022	DBLP DOI BibTeX RDF
14	Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas	An Overview of MCMC Methods: From Theory to Applications.	AIAI Workshops	2022	DBLP DOI BibTeX RDF
14	Chris Cannella, Vahid Tarokh	Semi-Empirical Objective Functions for MCMC Proposal Optimization.	ICPR	2022	DBLP DOI BibTeX RDF
14	Benjamin Traullé, Stéphanie Bidon, Damien Roque	A Reversible Jump MCMC to Improve State-Space Exploration in Gaussian Bayesian Blind Deconvolution.	IEEECONF	2022	DBLP DOI BibTeX RDF
14	Efthyvoulos Drousiotis, Paul G. Spirakis	Single MCMC Chain Parallelisation on Decision Trees.	LION	2022	DBLP DOI BibTeX RDF
14	Xuan Yang, Keqin Li 0001, Yang Zhang, Xi Yu, Junli Deng, Jianxiao Liu	EpiMCBN: A Kind of Epistasis Mining Approach Using MCMC Sampling Optimizing Bayesian Network.	BIBM	2022	DBLP DOI BibTeX RDF
14	James Vuckovic	Nonlinear MCMC for Bayesian Machine Learning.	NeurIPS	2022	DBLP BibTeX RDF
14	Nianqiao Ju, Jordan Awan, Ruobin Gong, Vinayak Rao	Data Augmentation MCMC for Bayesian Inference from Privatized Data.	NeurIPS	2022	DBLP BibTeX RDF
14	Xiang Cheng, Jingzhao Zhang, Suvrit Sra	Efficient Sampling on Riemannian Manifolds via Langevin MCMC.	NeurIPS	2022	DBLP BibTeX RDF
14	Anna Kuzina, Max Welling, Jakub M. Tomczak	Alleviating Adversarial Attacks on Variational Autoencoders with MCMC.	NeurIPS	2022	DBLP BibTeX RDF
14	Sergey Samsonov, Evgeny Lagutin, Marylou Gabrié, Alain Durmus, Alexey Naumov, Eric Moulines	Local-Global MCMC kernels: the best of both worlds.	NeurIPS	2022	DBLP BibTeX RDF
14	Frederic Koehler, Holden Lee, Andrej Risteski	Sampling Approximately Low-Rank Ising Models: MCMC meets Variational Methods.	COLT	2022	DBLP BibTeX RDF
14	Frank Wanye, Vitaliy Gleyzer, Edward K. Kao, Wu-chun Feng	On the Parallelization of MCMC for Community Detection.	ICPP	2022	DBLP DOI BibTeX RDF
14	Haoran Sun, Hanjun Dai, Wei Xia, Arun Ramamurthy	Path Auxiliary Proposal for MCMC in Discrete Space.	ICLR	2022	DBLP BibTeX RDF
14	Antonios Alexos, Alex J. Boyd, Stephan Mandt	Structured Stochastic Gradient MCMC.	ICML	2022	DBLP BibTeX RDF
14	Insu Han, Mike Gartrell, Elvis Dohmatob, Amin Karbasi	Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes.	ICML	2022	DBLP BibTeX RDF
14	Emanuele Sansone	LSB: Local Self-Balancing MCMC in Discrete Spaces.	ICML	2022	DBLP BibTeX RDF
14	Conor Rosato, John Harris, Jasmina Panovska-Griffiths, Simon Maskell	Inference of Stochastic Disease Transmission Models Using Particle-MCMC and a Gradient Based Proposal.	FUSION	2022	DBLP BibTeX RDF
14	Tin D. Nguyen, Brian L. Trippe, Tamara Broderick	Many processors, little time: MCMC for partitions via optimal transport couplings.	AISTATS	2022	DBLP BibTeX RDF