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Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima.

, , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 1338-1347. PMLR, (2018)

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An Improved Design of Contract Net Trust Establishment Protocol, and . ACEEE International Journal of Communications, 4 (1): 7 (July 2013)Design of an Intelligent and Adaptive Mapping Mechanism for Multiagent Interface., , and . HPAGC, volume 169 of Communications in Computer and Information Science, page 373-384. Springer, (2011)Subspace detection of high-dimensional vectors using compressive sampling., and . SSP, page 724-727. IEEE, (2012)Detecting Activations over Graphs using Spanning Tree Wavelet Bases, , and . CoRR, (2012)Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies., , , and . CoRR, (2015)Detecting Activations over Graphs using Spanning Tree Wavelet Bases., , and . AISTATS, volume 31 of JMLR Workshop and Conference Proceedings, page 536-544. JMLR.org, (2013)Computationally Efficient Robust Sparse Estimation in High Dimensions., , , and . COLT, volume 65 of Proceedings of Machine Learning Research, page 169-212. PMLR, (2017)Active learning for adaptive mobile sensing networks., , and . IPSN, page 60-68. ACM, (2006)Recovering graph-structured activations using adaptive compressive measurements., , and . ACSSC, page 765-769. IEEE, (2013)Signal detection on graphs: Bernoulli noise model., , , and . GlobalSIP, page 395-399. IEEE, (2016)