Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
14 | Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi |
Parallel MCMC Without Embarrassing Failures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 1786-1804, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
14 | Kirill Neklyudov, Max Welling |
Orbital MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event., pp. 5790-5814, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
14 | Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais |
A versatile distributed MCMC algorithm for large scale inverse problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EUSIPCO ![In: 30th European Signal Processing Conference, EUSIPCO 2022, Belgrade, Serbia, August 29 - Sept. 2, 2022, pp. 2016-2020, 2022, IEEE, 978-90-827970-9-1. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
14 | Gargi Roy, Dalia Chakrabarty |
Efficient Uncertainty Quantification for Under-Constraint Prediction Following Learning Using MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICONIP (4) ![In: Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part IV, pp. 275-287, 2022, Springer, 978-981-99-1638-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
14 | Allan Haldane, Ronald M. Levy |
Mi3-GPU: MCMC-based inverse Ising inference on GPUs for protein covariation analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Phys. Commun. ![In: Comput. Phys. Commun. 260, pp. 107312, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 22, pp. 42:1-42:41, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Emerg. Top. Comput. Intell. ![In: IEEE Trans. Emerg. Top. Comput. Intell. 5(1), pp. 119-129, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Comput. ![In: Stat. Comput. 31(1), pp. 6, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 9, pp. 90539-90554, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 9, pp. 104154-104161, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Rohitash Chandra, Ayush Bhagat, Manavendra Maharana, Pavel N. Krivitsky |
Bayesian Graph Convolutional Neural Networks via Tempered MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 9, pp. 130353-130365, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Yufei Ni, Yangdong Deng, Songlin Li |
PMBA: A Parallel MCMC Bayesian Computing Accelerator. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 9, pp. 65536-65546, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Denis Belomestny, Leonid Iosipoi |
Fourier transform MCMC, heavy-tailed distributions, and geometric ergodicity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Math. Comput. Simul. ![In: Math. Comput. Simul. 181, pp. 351-363, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Recognit. Lett. ![In: Pattern Recognit. Lett. 149, pp. 30-36, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Reliab. Eng. Syst. Saf. ![In: Reliab. Eng. Syst. Saf. 214, pp. 107747, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Hai Li, Guoqiang Xue, Linbo Zhang |
Accelerated Bayesian Inversion of Transient Electromagnetic Data Using MCMC Subposteriors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Geosci. Remote. Sens. ![In: IEEE Trans. Geosci. Remote. Sens. 59(12), pp. 10000-10010, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Kjartan Kloster Osmundsen, Tore Selland Kleppe, Atle Oglend |
MCMC for Markov-switching models - Gibbs sampling vs. marginalized likelihood. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Commun. Stat. Simul. Comput. ![In: Commun. Stat. Simul. Comput. 50(3), pp. 669-690, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Phys. ![In: J. Comput. Phys. 440, pp. 110391, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Yating Wang, Wei Deng 0002, Guang Lin |
An adaptive Hessian approximated stochastic gradient MCMC method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Phys. ![In: J. Comput. Phys. 432, pp. 110150, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Yating Wang, Wei Deng 0002, Guang Lin |
Bayesian sparse learning with preconditioned stochastic gradient MCMC and its applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Phys. ![In: J. Comput. Phys. 432, pp. 110134, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM/ASA J. Uncertain. Quantification ![In: SIAM/ASA J. Uncertain. Quantification 9(2), pp. 507-535, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2103.04285, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Antonios Alexos, Alex Boyd, Stephan Mandt |
Structured Stochastic Gradient MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2107.09028, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Alessio Benavoli, Jason Wyse, Arthur J. White |
Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2109.13891, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2107.07203, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Emanuele Sansone |
LSB: Local Self-Balancing MCMC in Discrete Spaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2109.03867, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | James Foster, Terry J. Lyons, Harald Oberhauser |
The shifted ODE method for underdamped Langevin MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2101.03446, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Priyank Jaini, Didrik Nielsen, Max Welling |
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2102.02374, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2107.06330, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Hélder F. S. Campos, Nuno Paulino 0001 |
Multiple target tracking with interaction using an MCMC MRF Particle Filter. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2111.13184, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2111.07372, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Rohitash Chandra, Ayush Bhagat, Manavendra Maharana, Pavel N. Krivitsky |
Bayesian graph convolutional neural networks via tempered MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2104.08438, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Tomas Geffner, Justin Domke |
MCMC Variational Inference via Uncorrected Hamiltonian Annealing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2107.04150, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Anand Jerry George, Navin Kashyap |
An MCMC Method to Sample from Lattice Distributions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2101.06453, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Amit Deshpande 0001, Rameshwar Pratap |
On Subspace Approximation and Subset Selection in Fewer Passes by MCMC Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2103.11107, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Shun Kimura, Keisuke Ota, Koujin Takeda |
Improved Neuronal Ensemble Inference with Generative Model and MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2105.09679, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Chris Cannella, Vahid Tarokh |
Semi-Empirical Objective Functions for MCMC Proposal Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.02104, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines |
DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.06300, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Zheyang Shen, Markus Heinonen, Samuel Kaski |
De-randomizing MCMC dynamics with the diffusion Stein operator. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2110.03768, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2102.03189, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Rohitash Chandra, Mahir Jain, Manavendra Maharana, Pavel N. Krivitsky |
Revisiting Bayesian Autoencoders with MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2104.05915, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Fernando Llorente 0001, Ernesto Curbelo, Luca Martino, Victor Elvira, David Delgado 0001 |
MCMC-driven importance samplers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2105.02579, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Christophe Andrieu, Anthony Lee, Sam Power, Andi Q. Wang |
Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2112.05605, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Health Inf. Sci. Syst. ![In: Health Inf. Sci. Syst. 9(1), December 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Zengyi Li, Yubei Chen, Friedrich T. Sommer |
A Neural Network MCMC Sampler That Maximizes Proposal Entropy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(3), pp. 269, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Nicolas Chopin, Gabriel Ducrocq |
Fast Compression of MCMC Output. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(8), pp. 1017, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Graph. Stat. ![In: J. Comput. Graph. Stat. 30(4), pp. 877-888, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Tomasz Cakala, Blazej Miasojedow, Wojciech Niemiro |
Particle MCMC With Poisson Resampling: Parallelization and Continuous Time Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Graph. Stat. ![In: J. Comput. Graph. Stat. 30(3), pp. 671-684, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Ingmar Schuster, Ilja Klebanov |
Markov Chain Importance Sampling - A Highly Efficient Estimator for MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Graph. Stat. ![In: J. Comput. Graph. Stat. 30(2), pp. 260-268, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Pavel Kulmon |
Reversible Jump MCMC for Deghosting in MSPSR Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 21(14), pp. 4815, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Image Process. ![In: IEEE Trans. Image Process. 30, pp. 7184-7199, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Rehman S. Merali, Timothy D. Barfoot |
MCMC Occupancy Grid Mapping with a Data-Driven Patch Prior. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICRA ![In: IEEE International Conference on Robotics and Automation, ICRA 2021, Xi'an, China, May 30 - June 5, 2021, pp. 5988-5995, 2021, IEEE, 978-1-7281-9077-8. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Anand Jerry George, Navin Kashyap |
An MCMC Method to Sample from Lattice Distributions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISIT ![In: IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, July 12-20, 2021, pp. 3074-3079, 2021, IEEE, 978-1-5386-8209-8. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Vivek S. Borkar, Syomantak Chaudhuri |
Accelerating MCMC by Rare Intermittent Resets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
VALUETOOLS ![In: Performance Evaluation Methodologies and Tools - 14th EAI International Conference, VALUETOOLS 2021, Virtual Event, October 30-31, 2021, Proceedings, pp. 107-125, 2021, Springer, 978-3-030-92510-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 10430-10440, 2021, AAAI Press, 978-1-57735-866-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CVPR ![In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, pp. 15415-15424, 2021, Computer Vision Foundation / IEEE. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSVM ![In: Scale Space and Variational Methods in Computer Vision - 8th International Conference, SSVM 2021, Virtual Event, May 16-20, 2021, Proceedings, pp. 528-539, 2021, Springer, 978-3-030-75548-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Salem Said, Nicolas Le Bihan, Jonathan H. Manton |
From Bayesian Inference to MCMC and Convex Optimisation in Hadamard Manifolds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GSI ![In: Geometric Science of Information - 5th International Conference, GSI 2021, Paris, France, July 21-23, 2021, Proceedings, pp. 3-11, 2021, Springer, 978-3-030-80208-0. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Zheyang Shen, Markus Heinonen, Samuel Kaski |
De-randomizing MCMC dynamics with the diffusion Stein operator. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 17507-17517, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Shahrzad Haddadan, Yue Zhuang, Cyrus Cousins, Eli Upfal |
Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 25760-25772, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Zhengmian Hu, Feihu Huang, Heng Huang |
Optimal Underdamped Langevin MCMC Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 19363-19374, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Tomas Geffner, Justin Domke |
MCMC Variational Inference via Uncorrected Hamiltonian Annealing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 639-651, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Volodimir Begy, Erich Schikuta |
Error-Guided Likelihood-Free MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pp. 1-7, 2021, IEEE, 978-1-6654-3900-8. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila |
Birth-Death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEA/AIE (1) ![In: Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part I, pp. 285-296, 2021, Springer, 978-3-030-79456-9. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Wei Deng 0002, Qi Feng 0005, Georgios Karagiannis, Guang Lin, Faming Liang |
Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2021 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 8577-8587, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Stephen Cranefield, Ashish Dhiman 0002 |
Identifying Norms from Observation Using MCMC Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021., pp. 118-124, 2021, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Tobias Schwedes, Ben Calderhead |
Rao-Blackwellised parallel MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 3448-3456, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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14 | Priyank Jaini, Didrik Nielsen, Max Welling |
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 3349-3357, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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14 | Matthew Hoffman 0001, Alexey Radul, Pavel Sountsov |
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 3907-3915, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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14 | Xuanbo Su, Nizar Bouguila, Nuha Zamzami |
Covid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FLAIRS ![In: Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021., 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Wenbo Gong 0001 |
Advances in approximate inference: combining VI and MCMC and improving on Stein discrepancy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
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2021 |
RDF |
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14 | Grant Backlund, James P. Hobert |
A note on the convergence rate of MCMC for robust Bayesian multivariate linear regression with proper priors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Math. Methods ![In: Comput. Math. Methods 2(3), 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | James Paul LeSage |
Fast MCMC estimation of multiple W-matrix spatial regression models and Metropolis-Hastings Monte Carlo log-marginal likelihoods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Geogr. Syst. ![In: J. Geogr. Syst. 22(1), pp. 47-75, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Reza Mohammadi, Matthew T. Pratola, Maurits Kaptein |
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 21, pp. 201:1-201:26, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
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14 | James E. Johndrow, Paulo Orenstein, Anirban Bhattacharya |
Scalable Approximate MCMC Algorithms for the Horseshoe Prior. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 21, pp. 73:1-73:61, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Comput. ![In: Stat. Comput. 30(4), pp. 799-816, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Denis Belomestny, Leonid Iosipoi, Eric Moulines, Alexey Naumov, Sergey Samsonov |
Variance reduction for Markov chains with application to MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Comput. ![In: Stat. Comput. 30(4), pp. 973-997, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Changye Wu, Christian P. Robert |
Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Stat. Comput. ![In: Stat. Comput. 30(3), pp. 721-730, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Yusuke Sakumoto, Ittetsu Taniguchi |
Fast Directional Energy Interchange Used in MCMC-based Autonomous Decentralized Mechanism toward a Resilient Microgrid. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Inf. Process. ![In: J. Inf. Process. 28, pp. 75-85, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Peng Zhao, Hongbing Cheng, Yicheng Fang, Xiaoqing Wang |
A Secure Storage Strategy for Blockchain Based on MCMC Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 8, pp. 160815-160824, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Yusen Lin, Lingjuan Miao, Zhiqiang Zhou |
An Improved MCMC-Based Particle Filter for GPS-Aided SINS In-Motion Initial Alignment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Instrum. Meas. ![In: IEEE Trans. Instrum. Meas. 69(10), pp. 7895-7905, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Reliab. Eng. Syst. Saf. ![In: Reliab. Eng. Syst. Saf. 203, pp. 107087, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Johnathan M. Bardsley, Per Christian Hansen |
MCMC Algorithms for Computational UQ of Nonnegativity Constrained Linear Inverse Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM J. Sci. Comput. ![In: SIAM J. Sci. Comput. 42(2), pp. A1269-A1288, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Wirel. Commun. Lett. ![In: IEEE Wirel. Commun. Lett. 9(3), pp. 398-401, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Jinxin Xu, Qingwu Li, Jiayu Wang |
Multiple Norms and Boundary Constraint Enforced Image Deblurring via Efficient MCMC Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Signal Process. Lett. ![In: IEEE Signal Process. Lett. 27, pp. 41-45, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Keivan Dabiri, Mehrdad Malekmohammadi, Ali Sheikholeslami, Hirotaka Tamura |
Replica Exchange MCMC Hardware With Automatic Temperature Selection and Parallel Trial. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Parallel Distributed Syst. ![In: IEEE Trans. Parallel Distributed Syst. 31(7), pp. 1681-1692, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood |
Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Oper. Res. Lett. ![In: Oper. Res. Lett. 48(6), pp. 744-751, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Soma Yokoi, Takuma Otsuka, Issei Sato |
Weak approximation of transformed stochastic gradient MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 109(9-10), pp. 1903-1923, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Axel Theorell, Katharina Nöh |
Reversible jump MCMC for multi-model inference in Metabolic Flux Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Bioinform. ![In: Bioinform. 36(1), pp. 232-240, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Ziyuan Liu, Dong Chen 0011, Kai M. Wurm, Georg von Wichert |
Table-Top Scene Analysis Using Knowledge-Supervised MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.08417, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Nanwei Wang, Laurent Briollais, Hélène Massam |
The scalable Birth-Death MCMC Algorithm for Mixed Graphical Model Learning with Application to Genomic Data Integration. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2005.04139, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Johnathan M. Bardsley, Tiangang Cui |
Optimization-Based MCMC Methods for Nonlinear Hierarchical Statistical Inverse Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.06358, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.01184, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Kirill Neklyudov, Max Welling, Evgenii Egorov, Dmitry P. Vetrov |
Involutive MCMC: a Unifying Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.16653, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Ruilin Li, Xin Wang 0016, Hongyuan Zha, Molei Tao |
Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.08949, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Héctor J. Hortúa, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò |
Accelerating MCMC algorithms through Bayesian Deep Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.14276, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Ziyuan Liu, Georg von Wichert |
A Generalizable Knowledge Framework for Semantic Indoor Mapping Based on Markov Logic Networks and Data Driven MCMC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.08402, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2010.04230, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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