Sequential Discretization Schemes for a Class of Stochastic Differential Equations and their Application to Bayesian Filtering von Akyildiz, Ö. Deniz, Crisan, Dan, Miguez, Joaquin

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Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation von Glyn-Davies, Alex, Duffin, Connor, Deniz Akyildiz, O., Girolami, Mark

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Primal-dual algorithms for audio decomposition using mixed norms von Bayram, İlker, Akyıldız, Ö. Deniz

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On Diffusion Posterior Sampling via Sequential Monte Carlo for Zero-Shot Scaffolding of Protein Motifs von Young, James Matthew, Akyildiz, O. Deniz

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Kinetic Interacting Particle Langevin Monte Carlo von Oliva, Paul Felix Valsecchi, Akyildiz, O. Deniz

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A Multiscale Perspective on Maximum Marginal Likelihood Estimation von Akyildiz, O. Deniz, Ottobre, Michela, Souttar, Iain

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Nudging state-space models for Bayesian filtering under misspecified dynamics von Gonzalez, Fabian, Akyildiz, O. Deniz, Crisan, Dan, Miguez, Joaquin

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Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation von Glyn-Davies, A, Duffin, C, Deniz Akyildiz, O, Girolami, M

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Proximal Interacting Particle Langevin Algorithms von Encinar, Paula Cordero, Crucinio, Francesca R, Akyildiz, O. Deniz

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Efficient Prior Calibration From Indirect Data von Akyildiz, O. Deniz, Girolami, Mark, Stuart, Andrew M, Vadeboncoeur, Arnaud

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A Primer on Variational Inference for Physics-Informed Deep Generative Modelling von Glyn-Davies, Alex, Vadeboncoeur, Arnaud, Akyildiz, O. Deniz, Kazlauskaite, Ieva, Girolami, Mark

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On Diffusion Posterior Sampling via Sequential Monte Carlo for Zero-Shot Scaffolding of Protein Motifs von Young, James Matthew, Akyildiz, O Deniz

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Kinetic Interacting Particle Langevin Monte Carlo von Paul Felix Valsecchi Oliva, Akyildiz, O Deniz

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A Multiscale Perspective on Maximum Marginal Likelihood Estimation von Akyildiz, O Deniz, Ottobre, Michela, Souttar, Iain

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Tweedie Moment Projected Diffusions For Inverse Problems von Boys, Benjamin, Girolami, Mark, Pidstrigach, Jakiw, Reich, Sebastian, Mosca, Alan, Akyildiz, O. Deniz

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Nudging state-space models for Bayesian filtering under misspecified dynamics von Gonzalez, Fabian, Akyildiz, O Deniz, Crisan, Dan, Miguez, Joaquin

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Proximal Interacting Particle Langevin Algorithms von Paula Cordero Encinar, Crucinio, Francesca R, Akyildiz, O Deniz

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Tweedie Moment Projected Diffusions For Inverse Problems von Boys, Benjamin, Girolami, Mark, Pidstrigach, Jakiw, Reich, Sebastian, Mosca, Alan, Akyildiz, O Deniz

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A Primer on Variational Inference for Physics-Informed Deep Generative Modelling von Glyn-Davies, Alex, Vadeboncoeur, Arnaud, Akyildiz, O Deniz, Kazlauskaite, Ieva, Girolami, Mark

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Statistical Finite Elements via Interacting Particle Langevin Dynamics von Glyn-Davies, Alex, Duffin, Connor, Kazlauskaite, Ieva, Girolami, Mark, Akyildiz, Ö. Deniz

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