Víctor Elvira

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University of Edinburgh

United Kingdom

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Adaptive Importance Sampling Methods for Bayesian Inference in Complex Systems

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Articles (18)

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2025

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2021

Collaborators (9)

Kenneth Newman

Principal Researcher of Statistical Methodology/Reader

UNITED KINGDOM

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Rachel S. McCrea

University of Lancaster

UNITED KINGDOM

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O. Deniz Akyildiz

Lecturer in Statistics

Imperial College London

UNITED KINGDOM

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Peng Wu

Northeastern University

UNITED STATES

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Pramod K. Varshney

Syracuse University

UNITED STATES

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Ruth King

University of Edinburgh

UNITED KINGDOM

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Javier LOPEZ SANTIAGO

Lecturer

Universidad Carlos III de Madrid Escuela Politécnica Superior

SPAIN

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Christian Robert

Professor

University of Warwick

UNITED KINGDOM

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François SEPTIER

Professor

FRANCE

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Víctor Elvira

Research Interests

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Recent Grants

Articles (18)

A Proximal Newton Adaptive Importance Sampler

GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models

Hybrid Population Monte Carlo

A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization

Bayesian Data Fusion With Shared Priors

Hierarchical Average Fusion With GM-PHD Filters Against FDI and DoS Attacks

VS-LTGARCHX: A Flexible Variable Selection in Log-TGARCHX Models

Using Machine Learning on MRI Radiomics to Diagnose Parotid Tumours Before Comparing Performance with Radiologists: A Pilot Study

State‐space models for ecological time‐series data: Practical model‐fitting

Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

Gradient-based adaptive importance samplers

Information Fusion via Importance Sampling

Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models

Rethinking the Effective Sample Size

Graphical Inference in Linear-Gaussian State-Space Models

Optimized Population Monte Carlo

Compressed Particle Methods for Expensive Models With Application in Astronomy and Remote Sensing

An Efficient Sampling Scheme for the Eigenvalues of Dual Wishart Matrices

Collaborators (9)

Kenneth Newman

Rachel S. McCrea

O. Deniz Akyildiz

Peng Wu

Pramod K. Varshney

Ruth King

Javier LOPEZ SANTIAGO

Christian Robert

François SEPTIER

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