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A Proximal Newton Adaptive Importance Sampler

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Majoration-Minimization for Sparse SVMs

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Optimization Methods for Signal Processing

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

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

Project: MAJORIS

Updated at: 01-12-2025

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Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry

Project: MAJORIS

Updated at: 01-12-2025

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A stochastic use of the Kurdyka-Lojasiewicz property: Investigation of optimization algorithms behaviours in a non-conve...

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Aggregated f -average Neural Network applied to Few-Shot Class Incremental Learning

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Stability Bounds for the Unfolded Forward-Backward Algorithm

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Regularized Rényi divergence minimization through Bregman proximal gradient algorithms

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

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

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

Learning a sparse polynomial approximation to the transition function of general state-space models

Project: MAJORIS

Updated at: 01-12-2025

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Project acronym MAJORIS

A new non-convex framework to improve asymptotical knowledge on generic stochastic gradient descent

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

A Proximal Approach to IVA-G with Convergence Guarantees

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Stability of Unfolded Forward-Backward to Perturbations in Observed Data

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Solution of Mismatched Monotone+Lipschitz Inclusion Problems

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Graphical Inference in Non-Markovian Linear-Gaussian State-Space Models

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Sparse Graphical Linear Dynamical Systems

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Graphit: Iterative Reweighted ℓ<sub>1</sub>Algorithm for Sparse Graph Inference in State-Space Models

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Adaptive Simulated Annealing Through Alternating Rényi Divergence Minimization

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

Periodic Reporting for period 3 - MAJORIS (Majoration-Minimization algorithms for Image Processing)

Project: MAJORIS

Updated at: 01-05-2025

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Project acronym MAJORIS

On variational inference and maximum likelihood estimation with the $ \lambda $-exponential family

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

Block delayed Majorize-Minimize subspace algorithm for large scale image restoration <sup>*</sup>

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

Graphical Inference in Linear-Gaussian State-Space Models

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

An unrolled half-quadratic approach for sparse signal recovery in spectroscopy

Project: MAJORIS

Updated at: 01-10-2024

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Démélange, déconvolution et débruitage conjoints d'un modèle convolutif parcimonieux avec dérive instrumentale, pa...

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch

Project: MAJORIS

Updated at: 01-10-2024

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Project acronym MAJORIS

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