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Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016).

, , и . CoRR, (2016)

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Dmitry Sveshnikov

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Dmitry Lobaskin

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Compressed sensing with sequential observations., , и . ICASSP, стр. 3357-3360. IEEE, (2008)Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches., , , и . IEEE Trans. Signal Process., 56 (10-1): 4621-4634 (2008)Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016)., , и . CoRR, (2016)Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation., , и . NIPS, стр. 579-586. (2005)Linear programming analysis of loopy belief propagation for weighted matching., , и . NIPS, стр. 1273-1280. Curran Associates, Inc., (2007)A sparse signal reconstruction perspective for source localization with sensor arrays., , и . IEEE Trans. Signal Process., 53 (8-2): 3010-3022 (2005)Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization., , и . J. Sel. Topics Signal Processing, 10 (6): 1006-1014 (2016)Approximate inference in Gaussian graphical models.. Massachusetts Institute of Technology, Cambridge, MA, USA, (2008)ndltd.org (oai:dspace.mit.edu:1721.1/44906).Heavy Sets with Applications to Interpretable Machine Learning Diagnostics., , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 5918-5930. PMLR, (2023)Learning interpretable classification rules using sequential rowsampling., , и . ICASSP, стр. 3337-3341. IEEE, (2015)