Maximum a posteriori estimation by search in probabilistic programs

Maximum a posteriori estimation by search in probabilistic programs

We introduce an approximate search algorithm for fast maximum a posteriori probability estimation in probabilistic programs, which we call Bayesian ascent Monte Carlo (BaMC). Probabilistic programs represent probabilistic models with varying number of mutually dependent finite, countable, and contin...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Tolpin, D, Wood, F
Формат:	Conference item
Хэвлэсэн:	AAAI Publications 2015

Ижил төстэй зүйлс

Black-box policy search with probabilistic programs
-н: Van De Meent, J, зэрэг
Хэвлэсэн: (2016)

Maximum a-Posteriori estimation of random fields.
Хэвлэсэн: (2003)

Maximum a Posteriori Estimation of Coupled Hidden Markov Models.
-н: Rezek, I, зэрэг
Хэвлэсэн: (2002)

Foundation of 2-Symbolic Plithogenic Maximum a Posteriori Estimation
-н: Nizar Altounji, зэрэг
Хэвлэсэн: (2023-11-01)

Output-sensitive Adaptive Metropolis-Hastings for probabilistic programs
-н: Tolpin, D, зэрэг
Хэвлэсэн: (2015)

OPTIMAL ESTIMATION OF RANDOM PROCESSES ON THE CRITERION OF MAXIMUM A POSTERIORI PROBABILITY
-н: A. A. Lobaty, зэрэг
Хэвлэсэн: (2016-03-01)

Multiframe maximum a posteriori estimators for single‐microphone speech enhancement
-н: Raziyeh Ranjbaryan, зэрэг
Хэвлэсэн: (2021-09-01)

Constrained Adjusted Maximum a Posteriori Estimation of Bayesian Network Parameters
-н: Ruohai Di, зэрэг
Хэвлэсэн: (2021-09-01)

Simulated annealing for maximum A Posteriori parameter estimation of hidden Markov models
-н: Andrieu, C, зэрэг
Хэвлэсэн: (2000)

Maximum a posteriori sequence estimation using Monte Carlo particle filters
-н: Godsill, S, зэрэг
Хэвлэсэн: (2001)

Marginal maximum a posteriori estimation using Markov chain Monte Carlo
-н: Doucet, A, зэрэг
Хэвлэсэн: (2002)

On measure concentration of random maximum a-posteriori perturbations
-н: Orabona, Francesco, зэрэг
Хэвлэсэн: (2015)

On the Partition Function and Random Maximum A-Posteriori Perturbations
-н: Hazan, Tamir, зэрэг
Хэвлэсэн: (2021)

On the Partition Function and Random Maximum A-Posteriori Perturbations
-н: Hazan, Tamir, зэрэг
Хэвлэсэн: (2021)

Improving maximum likelihood estimation using prior probabilities: A tutorial on maximum a posteriori estimation and an examination of the weibull distribution
-н: Denis Cousineau, зэрэг
Хэвлэсэн: (2013-10-01)

Inequality of maximum a <it>posteriori </it>estimators with equivalent sire and animal models for threshold traits
-н: Mayer M
Хэвлэсэн: (1995-10-01)

High Dimensional Inference with Random Maximum A-Posteriori Perturbations
-н: Maji, Subhransu, зэрэг
Хэвлэсэн: (2021)

Channel compensation of speaker identification based on maximum a posteriori
-н: GAO Rong-chun, зэрэг
Хэвлэсэн: (2009-01-01)

Channel compensation of speaker identification based on maximum a posteriori
-н: GAO Rong-chun, зэрэг
Хэвлэсэн: (2009-01-01)

Maximum a posteriori estimation for high-throughput peak fitting in X-ray photoelectron spectroscopy
-н: Tarojiro Matsumura, зэрэг
Хэвлэсэн: (2024-12-01)

Fast maximum a posteriori inference in Monte Carlo state spaces
-н: Klaas, M, зэрэг
Хэвлэсэн: (2005)

On Using Maximum a Posteriori Probability Based on a Bayesian Model for Oscillometric Blood Pressure Estimation
-н: Soojeong Lee, зэрэг
Хэвлэсэн: (2013-10-01)

On sampling from the Gibbs distribution with random maximum a-posteriori perturbations
-н: Hazan, Tamir, зэрэг
Хэвлэсэн: (2015)

Localization Algorithm Based on Maximum a Posteriori in Wireless Sensor Networks
-н: Kezhong Lu, зэрэг
Хэвлэсэн: (2011-12-01)

Maximum a posteriori Threshold Genomic Prediction Model for Ordinal Traits
-н: Abelardo Montesinos-López, зэрэг
Хэвлэсэн: (2020-11-01)

A-posteriori error estimators and RFB
-н: Cangiani, A, зэрэг
Хэвлэсэн: (2004)

A posteriori probabilistic feasibility guarantees for Nash equilibria in uncertain multi-agent games
-н: Pantazis, G, зэрэг
Хэвлэсэн: (2021)

Underlying Topography Estimation over Forest Using Maximum a Posteriori Inversion with Spaceborne Polarimetric SAR Interferometry
-н: Xiaoshuai Li, зэрэг
Хэвлэсэн: (2024-03-01)

Development of Terahertz Imaging Markers for Pancreatic Ductal Adenocarcinoma using Maximum A Posteriori Probability (MAP) Estimation
-н: Debamitra Chakraborty, зэрэг
Хэвлэсэн: (2023-03-01)

Easy and reliable maximum a posteriori Bayesian estimation of pharmacokinetic parameters with the open‐source R package mapbayr
-н: Félicien Le Louedec, зэрэг
Хэвлэсэн: (2021-10-01)

Maximum a Posteriori Based Ocean Surface Current Inversion for Doppler Scatterometer
-н: Weifeng Sun, зэрэг
Хэвлэсэн: (2024-01-01)

Efficient exact maximum a posteriori computation for bayesian SNP genotyping in polyploids.
-н: Oliver Serang, зэрэг
Хэвлэсэн: (2012-01-01)

Probabilistic Logic Programming under Maximum Entropy
-н: Lukasiewicz, T, зэрэг
Хэвлэсэн: (1999)

Learning efficient random maximum a-posteriori predictors with non-decomposable loss functions
-н: Hazan, Tamir, зэрэг
Хэвлэсэн: (2015)

B-Spline potential function for maximum a-posteriori image reconstruction in fluorescence microscopy
-н: Shilpa Dilipkumar
Хэвлэсэн: (2015-03-01)

Detection and Localization of False Data Injection Attacks in Smart Grid Based on Joint Maximum a Posteriori-Maximum Likelihood
-н: Guoqing Zhang, зэрэг
Хэвлэсэн: (2023-01-01)

Complementarity based a posteriori error estimates and their properties.
-н: Vejchodský, T
Хэвлэсэн: (2012)

Guaranteed and locally computable a posteriori error estimate
-н: Vejchodský, T
Хэвлэсэн: (2006)

A Posteriori Error Estimates for Axisymmetric and Nonlinear Problems.
-н: Krízek, M, зэрэг
Хэвлэсэн: (2001)

Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
-н: Husvogt, Lennart, зэрэг
Хэвлэсэн: (2021)