نتائج البحث

Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax

• Authors : Butakov, Ivan; Sememenko, Alexander; Tolmachev, Alexander

Subjects: Computer Science - Machine Learning; Computer Science - Information Theory; Statistics - Machine Learning

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Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization

• Authors : Liao, Yin-Ting; Luo, Hengrui; Ma, Anna

Subjects: Statistics - Machine Learning; Computer Science - Human-Computer Interaction; Computer Science - Machine Learning

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Multilayer hypergraph clustering using the aggregate similarity matrix

• Authors : Alaluusua, Kalle; Avrachenkov, Konstantin; Kumar, B. R. Vinay

Subjects: Mathematics - Statistics Theory; Computer Science - Information Theory; Mathematics - Probability

• Source: In: Dewar, M., Pra{\l}at, P., Szufel, P., Th\'eberge, F., Wrzosek, M. (eds) Algorithms and Models for the Web Graph. WAW 2023. Lecture Notes in Computer Science, vol 13894. Springer, Cham. pp. 83-98

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Network inference via process motifs for lagged correlation in linear stochastic processes

• Authors : Schwarze, Alice C.; Ichinaga, Sara M.; Brunton, Bingni W.

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning; Computer Science - Social and Information Networks

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A coherence parameter characterizing generative compressed sensing with Fourier measurements

• Authors : Berk, Aaron; Brugiapaglia, Simone; Joshi, Babhru

Subjects: Computer Science - Information Theory; Computer Science - Machine Learning; Electrical Engineering and Systems Science - Signal Processing

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Deep generative demixing: Recovering Lipschitz signals from noisy subgaussian mixtures

• Authors : Berk, Aaron

Subjects: Computer Science - Information Theory; Statistics - Machine Learning; 68T07, 60F10, 68P30, 94A16

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Causal learning with sufficient statistics: an information bottleneck approach

• Authors : Chicharro, Daniel; Besserve, Michel; Panzeri, Stefano

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning; 94A16, 62D20, 62H22, 62Bxx

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