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Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design, , , и . Proceedings of Machine Learning Research, том 89 из Proceedings of Machine Learning Research, стр. 3410--3419. PMLR, (16--18 Apr 2019)On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling., , и . IEEE Trans. Inf. Theory, 63 (6): 3348-3367 (2017)Active Detection via Adaptive Submodularity., , , , , и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 55-63. JMLR.org, (2014)Processing Missing Information in Big Data Environment., , и . DMBD, том 10943 из Lecture Notes in Computer Science, стр. 638-648. Springer, (2018)Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization., , , , и . CoRR, (2019)Spectral Compressed Sensing via Structured Matrix Completion., и . ICML (3), том 28 из JMLR Workshop and Conference Proceedings, стр. 414-422. JMLR.org, (2013)Near Optimal Bayesian Active Learning for Decision Making., , , , , и . AISTATS, том 33 из JMLR Workshop and Conference Proceedings, стр. 430-438. JMLR.org, (2014)Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion., , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 3351-3360. PMLR, (2018)Shannon meets Nyquist: Capacity limits of sampled analog channels., , и . ICASSP, стр. 3104-3107. IEEE, (2011)Competitive Mobile Geo Targeting., , и . Marketing Science, 36 (5): 666-682 (2017)