Graph-based Approximate Message Passing Iterations von Gerbelot, Cédric, Berthier, Raphaël

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Generalized score matching for general domains von Yu, Shiqing, Drton, Mathias, Shojaie, Ali

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The Dyson equalizer: adaptive noise stabilization for low-rank signal detection and recovery von Landa, Boris, Kluger, Yuval

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Phase Harmonic Correlations and Convolutional Neural Networks von Mallat, Stéphane, Zhang, Sixin, Rochette, Gaspar

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A theory of optimal convex regularization for low-dimensional recovery von Traonmilin, Yann, Gribonval, Rémi, Vaiter, Samuel

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An analysis of classical multidimensional scaling with applications to clustering von Little, Anna, Xie, Yuying, Sun, Qiang

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Breakdown of a concavity property of mutual information for non-Gaussian channels von Kireeva, Anastasia, Mourrat, Jean-Christophe

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Black-box tests for algorithmic stability von Kim, Byol, Barber, Rina Foygel

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Super-resolution multi-reference alignment von Bendory, Tamir, Jaffe, Ariel, Leeb, William, Sharon, Nir, Singer, Amit

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Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noise von Cheng, Xiuyuan, Landa, Boris

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Sharp, strong, and unique minimizers for low complexity robust recovery von Fadili, Jalal M., Tran T. A., Nghia, Trinh T. T., Tran

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Excess risk bounds in robust empirical risk minimization von Mathieu, Timothée, Minsker, Stanislav

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Denoising modulo samples: k-NN regression and tightness of SDP relaxation von Fanuel, Michaël, Tyagi, Hemant

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Compressive Learning with Privacy Guarantees von Chatalic, Antoine, Schellekens, Vincent, Houssiau, Florimond, de Montjoye, Yves-Alexandre, Jacques, Laurent, Gribonval, Rémi

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Sparse recovery by reduced variance stochastic approximation von Juditsky, Anatoli B., Kulunchakov, Andrei, Tsyntseus, Hlib

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Exact solutions of infinite dimensional total-variation regularized problems von Flinth, Axel, Weiss, Pierre

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Robust Implicit Regularization via Weight Normalization von Hung-Hsu, Chou, Rauhut, Holger, Ward, Rachel

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Dynamic Ranking and Translation Synchronization von Araya, Ernesto, Karlé, Eglantine, Tyagi, Hemant

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Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method von Braun, Guillaume, Tyagi, Hemant

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Private Quantiles Estimation in the Presence of Atoms von Lalanne, Clément, Gastaud, Clément, Grislain, Nicolas, Garivier, Aurélien, Gribonval, Rémi

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