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Phase retrieval with Bregman divergences and application to audio signal recovery

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Second-order step-size tuning of SGD for non-convex optimization

Project: FACTORY

Updated at: 27-04-2024

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Ordinal non-negative matrix factorization for recommendation

Project: FACTORY

Updated at: 27-04-2024

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Positive Semidefinite Matrix Factorization Based on Truncated Wirtinger Flow

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Updated at: 27-04-2024

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Learning the proximity operator in unfolded ADMM for phase retrieval

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

An Inertial Newton Algorithm for Deep Learning

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

On the identifiability of transform learning for non-negative matrix factorization

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Adversarially-trained nonnegative matrix factorization

Project: FACTORY

Updated at: 27-04-2024

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Joint majorization-minimization for nonnegative matrix factorization with the beta-divergence

Project: FACTORY

Updated at: 27-04-2024

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Periodic Reporting for period 4 - FACTORY (New paradigms for latent factor estimation)

Project: FACTORY

Updated at: 27-04-2024

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A ranking model motivated by nonnegative matrix factorization with applications to tennis tournaments

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Updated at: 27-04-2024

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Leveraging joint-diagonalization in transform-learning NMF

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Updated at: 27-04-2024

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Factor analysis of dynamic PET images: beyond Gaussian noise

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Jacobi algorithm for nonnegative matrix factorization with transform learning

Project: FACTORY

Updated at: 27-04-2024

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Bayesian mean-parameterized nonnegative binary matrix factorization

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Updated at: 27-04-2024

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Negative binomial matrix factorization

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Updated at: 27-04-2024

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Safe screening for sparse regression with the Kullback-Leibler divergence

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Updated at: 27-04-2024

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Recommendation from Raw Data with Adaptive Compound Poisson Factorization

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Estimation with low-rank time-frequency synthesis models

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Unmixing dynamic PET images: Combining spatial heterogeneity and non-gaussian noise

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization

Project: FACTORY

Updated at: 27-04-2024

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A quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning

Project: FACTORY

Updated at: 27-04-2024

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Leveraging the structure of musical preference in content-aware music recommendation

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Optimal spectral transportation with application to music transcription

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Nonnegative matrix factorization with transform learning

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Single-channel audio source separation with NMF: divergences, constraints and algorithms

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Temporal extensions of nonnegative matrix factorization

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

An introduction to multichannel NMF for audio source separation

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Majorization-minimization algorithms for convolutive NMF with the beta-divergence

Project: FACTORY

Updated at: 27-04-2024

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Project acronym FACTORY

Resources

Selected filters:

Phase retrieval with Bregman divergences and application to audio signal recovery

Second-order step-size tuning of SGD for non-convex optimization

Ordinal non-negative matrix factorization for recommendation

Positive Semidefinite Matrix Factorization Based on Truncated Wirtinger Flow

Learning the proximity operator in unfolded ADMM for phase retrieval

An Inertial Newton Algorithm for Deep Learning

Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization

On the identifiability of transform learning for non-negative matrix factorization

Adversarially-trained nonnegative matrix factorization

Joint majorization-minimization for nonnegative matrix factorization with the beta-divergence

Periodic Reporting for period 4 - FACTORY (New paradigms for latent factor estimation)

A ranking model motivated by nonnegative matrix factorization with applications to tennis tournaments

Leveraging joint-diagonalization in transform-learning NMF

Factor analysis of dynamic PET images: beyond Gaussian noise

Jacobi algorithm for nonnegative matrix factorization with transform learning

Bayesian mean-parameterized nonnegative binary matrix factorization

Negative binomial matrix factorization

Safe screening for sparse regression with the Kullback-Leibler divergence

Recommendation from Raw Data with Adaptive Compound Poisson Factorization

Estimation with low-rank time-frequency synthesis models

Unmixing dynamic PET images: Combining spatial heterogeneity and non-gaussian noise

Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization

A quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning

Leveraging the structure of musical preference in content-aware music recommendation

Optimal spectral transportation with application to music transcription

Nonnegative matrix factorization with transform learning

Single-channel audio source separation with NMF: divergences, constraints and algorithms

Temporal extensions of nonnegative matrix factorization

An introduction to multichannel NMF for audio source separation

Majorization-minimization algorithms for convolutive NMF with the beta-divergence