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Bibliographic Details
Main Authors:	Pérez-Vieites, Sara, Molina-Bulla, Harold, Miguez, Joaquin
Format:	Preprint
Published:	2022
Subjects:	Computation
Online Access:	https://arxiv.org/abs/2204.07795
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Nested importance sampling for Bayesian inference: error bounds and the role of dimension
by: González, Fabián, et al.
Published: (2025)

On a class of constrained particle filters for continuous-discrete state space models
by: Erdogan, Utku, et al.
Published: (2026)

Nudging state-space models for Bayesian filtering under misspecified dynamics
by: Gonzalez, Fabian, et al.
Published: (2024)

On a class of constrained Bayesian filters and their numerical implementation in high-dimensional state-space Markov models
by: Erdogan, Utku, et al.
Published: (2025)

Nested ensemble Kalman filter for static parameter inference in nonlinear state-space models
by: Golightly, Andrew, et al.
Published: (2025)

Gaussian entropic optimal transport: Schrödinger bridges and the Sinkhorn algorithm
by: Akyildiz, O. Deniz, et al.
Published: (2024)

Importance sampling for Bayesian inference: polynomial-dimension dependent error bounds
by: González, Fabián, et al.
Published: (2026)

Recursive Nested Filtering for Efficient Amortized Bayesian Experimental Design
by: Iqbal, Sahel, et al.
Published: (2024)

Efficient estimation for a smoothing thin plate spline in a two-dimensional space
by: Cavieres, Joaquin, et al.
Published: (2024)

Online Bayesian Experimental Design for Partially Observed Dynamical Systems
by: Pérez-Vieites, Sara, et al.
Published: (2025)

Sequential discretisation schemes for a class of stochastic differential equations and their application to Bayesian filtering
by: Akyildiz, Deniz, et al.
Published: (2022)

Stable approximation schemes for optimal filters
by: Crisan, Dan, et al.
Published: (2018)

Data-driven informative priors for Bayesian inference with quasi-periodic data
by: Lopez-Santiago, Javier, et al.
Published: (2025)

Large sample scaling analysis of the Zig-Zag algorithm for Bayesian inference
by: Agrawal, Sanket, et al.
Published: (2024)

Venice: a multi-scale operator-splitting algorithm for multi-physics simulations
by: Wilhelm, Maite, et al.
Published: (2024)

Navigating heterogeneous protein landscapes through geometry-aware smoothing
by: Anumasa, Srinivas, et al.
Published: (2026)

A diversity-enhanced genetic algorithm for efficient exploration of parameter spaces
by: Wessén, Jonas, et al.
Published: (2024)

On the contraction properties of Sinkhorn semigroups
by: Akyildiz, O. Deniz, et al.
Published: (2025)

The Integrated Nested Laplace Approximation for fitting Dirichlet regression models
by: Martínez-Minaya, Joaquín, et al.
Published: (2019)

GOSPA and T-GOSPA quasi-metrics for evaluation of multi-object tracking algorithms
by: García-Fernández, Ángel F., et al.
Published: (2025)

Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss
by: de Frutos, José Manuel, et al.
Published: (2024)

Efficient sequential Bayesian inference for state-space epidemic models using ensemble data assimilation
by: Temfack, Dhorasso, et al.
Published: (2025)

Improving inference time in multi-TPU systems with profiled model segmentation
by: Villarrubia, Jorge, et al.
Published: (2025)

Workflow models for heterogeneous distributed systems
by: Colonnelli, Iacopo
Published: (2022)

Variational inference for steady-state BVARs
by: Gustafsson, Oskar, et al.
Published: (2025)

Distributed inference for heterogeneous mixture models using multi-site data
by: Liu, Xiaokang, et al.
Published: (2025)

Quantum Inspiration, Classical Advantage: Dequantized particle algorithm for the nonlinear Vlasov-Poisson system
by: Qin, Hong, et al.
Published: (2025)

Do Language Models Understand Morality? Towards a Robust Detection of Moral Content
by: Bulla, Luana, et al.
Published: (2024)

Fast and flexible inference for joint models of multivariate longitudinal and survival data using Integrated Nested Laplace Approximations
by: Rustand, Denis, et al.
Published: (2022)

On multi-token prediction for efficient LLM inference
by: Mehra, Somesh, et al.
Published: (2025)

Uncertainty quantification for mixed membership in multilayer networks with degree heterogeneity using Gaussian variational inference
by: Xie, Fangzheng, et al.
Published: (2025)

Iterative phase retrieval algorithm for space-variant PSF in optical systems with aberrations
by: Brault, Dylan, et al.
Published: (2025)

Portable, heterogeneous ensemble workflows at scale using libEnsemble
by: Hudson, Stephen, et al.
Published: (2024)

Efficient Gillespie algorithms for spreading phenomena in large and heterogeneous higher-order networks
by: Maia, Hugo P., et al.
Published: (2025)

Computing roadmaps in unbounded smooth real algebraic sets II: algorithm and complexity
by: Prébet, Rémi, et al.
Published: (2024)

Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios
by: Bulla, Luana, et al.
Published: (2025)

Simple rejection Monte Carlo algorithm and its application to multivariate statistical inference
by: Li, Fengyu, et al.
Published: (2024)

A visual tool for analyzing the behavior of metaheuristic algorithms
by: Joaquín Pérez O.
Published: (2012)

Why not a thin plate spline for spatial models? A comparative study using Bayesian inference
by: Cavieres, Joaquin, et al.
Published: (2024)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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