Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the KNN framework. - Paolo Piro; Sandrine Anthoine; Éric Debreuve; Michel Barlaud (CBMI, 2008)

Sparse Multiscale Patches for Image Processing. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (ETVC, 2008)

Using Neighborhood Distributions of Wavelet Coefficients for On-the-Fly, Multiscale-Based Image Retrieval. - Sandrine Anthoine; Éric Debreuve; Paolo Piro; Michel Barlaud (WIAMIS, 2008)

Scalable Spatio-Temporal Video Indexing Using Sparse Multiscale Patches. - Paolo Piro; Sandrine Anthoine; Éric Debreuve; Michel Barlaud (CBMI, 2009)

Sparse Multiscale Patches (SMP) for Image Categorization. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (MMM, 2009)

Empirical Bernstein Inequalities for U-Statistics. - Thomas Peel; Sandrine Anthoine; Liva Ralaivola (NIPS, 2010)

Combining spatial and temporal patches for scalable video indexing. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (Multim. Tools Appl., 2010)

On the efficiency of proximal methods in CBCT and PET. - Sandrine Anthoine; Jean-François Aujol; Yannick Boursier; Clothilde Mélot (ICIP, 2011)

Stochastic Low-Rank Kernel Learning for Regression. - Pierre Machart; Thomas Peel; Sandrine Anthoine; Liva Ralaivola; Hervé Glotin (ICML, 2011)

Matching pursuit with stochastic selection. - Thomas Peel; Valentin Emiya; Liva Ralaivola; Sandrine Anthoine (EUSIPCO, 2012)

Optimal Computational Trade-Off of Inexact Proximal Methods - Pierre Machart; Sandrine Anthoine; Luca Baldassarre (CoRR, 2012)

A greedy approach to sparse poisson denoising. - François-Xavier Dupé; Sandrine Anthoine (MLSP, 2013)

Generalized subspace pursuit and an application to sparse poisson denoising. - François-Xavier Dupé; Sandrine Anthoine (ICIP, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - Laurent Jacques; Christophe De Vleeschouwer; Yannick Boursier; Prasad Sudhakar; C. De Mol; Aleksandra Pizurica; Sandrine Anthoine; Pierre Vandergheynst; Pascal Frossard; Cagdas Bilen; Srdan Kitic; Nancy Bertin; et al. (CoRR, 2014)

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). - Vinayak Abrol; Olivier Absil; Pierre-Antoine Absil; Sandrine Anthoine; Philippe Antoine; Thomas Arildsen; Nancy Bertin; Folkert Bleichrodt; Jérôme Bobin; Anne Bol; Antoine Bonnefoy; Francesco Caltagirone; et al. (CoRR, 2016)

Proceedings of the fourth "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST'18). - Sandrine Anthoine; Yannick Boursier; Laurent Jacques (CoRR, 2018)

Frank-Wolfe Algorithm for the Exact Sparse Problem. - Farah Cherfaoui; Valentin Emiya; Liva Ralaivola; Sandrine Anthoine (CoRR, 2018)

Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem. - Farah Cherfaoui; Valentin Emiya; Liva Ralaivola; Sandrine Anthoine (IEEE Trans. Inf. Theory, 2019)

β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing. Application to 2D HSQC NMR. - Afef Cherni; Sandrine Anthoine; Caroline Chaux (ICASSP, 2020)

Large-Scale Quantum Separability Through a Reproducible Machine Learning Lens. - Balthazar Casalé; Giuseppe Di Molfetta; Sandrine Anthoine; Hachem Kadri (CoRR, 2023)

Benign Overfitting with Quantum Kernels. - Joachim Tomasi; Sandrine Anthoine; Hachem Kadri (CoRR, 2025)

Towards Quantum Operator-Valued Kernels. - Hachem Kadri; Joachim Tomasi; Yuka Hashimoto; Sandrine Anthoine (CoRR, 2025)