Faithful inversion of generative models for effective amortized inference

Faithful inversion of generative models for effective amortized inference

Inference amortization methods share information across multiple posteriorinference problems, allowing each to be carried out more efficiently. Generally, they require the inversion of the dependency structure in the generative model, as the modeller must learn a mapping from observations to distrib...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Webb, S, Golinski, A, Zinkov, R, Narayanaswamy, S, Rainforth, T, Teh, Y, Wood, F
Fformat:	Conference item
Cyhoeddwyd:	Curran Associates 2019

Eitemau Tebyg

Amortized Monte Carlo integration
gan: Goliński, A, et al.
Cyhoeddwyd: (2019)

Amortized rejection sampling in universal probabilistic programming
gan: Naderiparizi, S, et al.
Cyhoeddwyd: (2022)

Amortized inference and model learning for probabilistic programming
gan: Le, TA
Cyhoeddwyd: (2019)

Kilonova Spectral Inverse Modelling with Simulation-based Inference: An Amortized Neural Posterior Estimation Analysis
gan: P. Darc, et al.
Cyhoeddwyd: (2024-01-01)

Target–aware Bayesian inference: how to beat optimal conventional estimators
gan: Rainforth, T, et al.
Cyhoeddwyd: (2020)

The Difference between Accounting Amortization and Fiscal Amortization
gan: Florescu Nicu, et al.
Cyhoeddwyd: (2015-06-01)

Amortized simulation-based frequentist inference for tractable and intractable likelihoods
gan: Ali Al Kadhim, et al.
Cyhoeddwyd: (2024-01-01)

Early Amortization
gan: Mohammad Jafar Khatami
Cyhoeddwyd: (1992-08-01)

SAR Target Recognition via Meta-Learning and Amortized Variational Inference
gan: Ke Wang, et al.
Cyhoeddwyd: (2020-10-01)

Amortized E-cash
gan: Liskov, Moses, 1975-
Cyhoeddwyd: (2014)

Semi-Amortized Variational Autoencoders
gan: Kim, Yoon, et al.
Cyhoeddwyd: (2021)

Semi-Amortized Variational Autoencoders
gan: Kim, Yoon, et al.
Cyhoeddwyd: (2022)

On the Linearly Increasing System of Amortization
gan: Clovis Jose Daudt Lyra Darrigue de Faro
Cyhoeddwyd: (2014-03-01)

Improved amortized time and optimality of pathfinding algorithm for inferring relevant pathways in metabolic network /
gan: Zeyad Abd Algfoor Hasan 1982-, author 656579, et al.
Cyhoeddwyd: (2017)

Financial Effects of Different Amortization Methods of the Enterprise’s
gan: Alina Zając
Cyhoeddwyd: (2009-03-01)

On the Amortized Communication Complexity of Byzantine Broadcast
gan: Wan, Jun, et al.
Cyhoeddwyd: (2023)

ACCOUNT OF INTELLECTUAL CAPITAL AMORTIZATION AND DEPRECIATION
gan: T. O. Grafova
Cyhoeddwyd: (2012-03-01)

COMPARATIVE STUDY ON ACCOUNTING AND FISCAL AMORTIZATION
gan: MARIANA GURAU, et al.
Cyhoeddwyd: (2012-05-01)

Amortized Fairness for Drive-Thru Internet
gan: Zhi Li, et al.
Cyhoeddwyd: (2013-03-01)

CONCEPTUAL NUANCES OF AMORTIZATION PROCESS TERMINOLOGY
gan: Marioara Avram, et al.
Cyhoeddwyd: (2016-12-01)

Models of loan amortization under annual variable annuities
gan: Миливој Крчмар
Cyhoeddwyd: (2013-07-01)

Improved amortized time and optimality of pathfinding algorithm for inferring relevant pathways in metabolic algorithm for inferring relevant pathways in metabolic network /
gan: Zeyad Abd Algfoor Hasan, 1982-, author 656580
Cyhoeddwyd: (2017)

Amortization expenses' influence on financial position of the company
gan: Mijailović Snežana, et al.
Cyhoeddwyd: (2016-01-01)

The amortization of fixed assets in terms of deferred taxes
gan: Mihaela TULVINSCHI
Cyhoeddwyd: (2012-07-01)

Divide, conquer, and combine: a new inference strategy for probabilistic programs with stochastic support
gan: Zhou, Y, et al.
Cyhoeddwyd: (2020)

Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison
gan: Niall Jeffrey, et al.
Cyhoeddwyd: (2024-01-01)

Single-Server Private Information Retrieval with Sublinear Amortized Time
gan: Henzinger, Alexandra
Cyhoeddwyd: (2022)

DEPRECIATION AND AMORTIZATION OF FIXED ASSETS IN FISCAL INSTITUTIONS AND COMMERCIAL ENTERPRISES
gan: Yu. T. Trush, et al.
Cyhoeddwyd: (2009-11-01)

Audio-visual files without digitizing? Safety, perservation and amortization
gan: José-Antonio León-Moreno, et al.
Cyhoeddwyd: (2016-09-01)

Quasi-linear masking against SCA and FIA, with cost amortization
gan: Claude Carlet, et al.
Cyhoeddwyd: (2023-12-01)

Amortized Bayesian Meta-Learning with Accelerated Gradient Descent Steps
gan: Zhewei Zhang, et al.
Cyhoeddwyd: (2023-07-01)

Theoretical principles of amortization policy: the state of the problem and directions for improvement
gan: О.М., et al.
Cyhoeddwyd: (2022-06-01)

Amortized deduction as a source of the real financing of industrial modernization
gan: Sergey Ivanovich Tatynov
Cyhoeddwyd: (2011-06-01)

Amortization Transformer for Brain Effective Connectivity Estimation from fMRI Data
gan: Zuozhen Zhang, et al.
Cyhoeddwyd: (2023-06-01)

Automating inference, learning, and design using probabilistic programming
gan: Rainforth, T
Cyhoeddwyd: (2017)

THE CONCEPT OF THE AMORTIZED COST AS THE BASIS FOR THE MODERN SYSTEM OF INTERNATIONAL REPORTING STANDARDS
gan: ANTON Kuzmin
Cyhoeddwyd: (2019-01-01)

The impact of amortization of gene therapies funding on the results and conclusions of CEMs and BIMs
gan: Hubert Polek, et al.
Cyhoeddwyd: (2023-12-01)

Amortization does not enhance the max-Rains information of a quantum channel
gan: Mario Berta, et al.
Cyhoeddwyd: (2018-01-01)

Influence of a method of charge of amortization on par value of the invested capital
gan: Tamara Chernata, et al.
Cyhoeddwyd: (2013-08-01)

Amortization as source of capital investments in Belarus: historiography, theoretical and practical aspects
gan: S.L. Korotayev
Cyhoeddwyd: (2016-12-01)