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Toward Understanding the Impact of Staleness in Distributed Machine Learning.

, , , , and . ICLR (Poster), OpenReview.net, (2019)

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Grafting-light: fast, incremental feature selection and structure learning of Markov random fields., , and . KDD, page 303-312. ACM, (2010)mStruct: a new admixture model for inference of population structure in light of both genetic admixing and allele mutations., and . ICML, volume 307 of ACM International Conference Proceeding Series, page 952-959. ACM, (2008)Feature selection for grasp recognition from optical markers., , , and . IROS, page 2944-2950. IEEE, (2007)Nonparametric decision making based on tree-structured information aggregation., , and . Allerton, page 1853-1860. IEEE, (2011)Polyhedral outer approximations with application to natural language parsing., , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 713-720. ACM, (2009)Few-Shot Semantic Segmentation with Prototype Learning., and . BMVC, page 79. BMVA Press, (2018)Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching., , , , , and . BMVC, page 130. BMVA Press, (2018)Discriminative Training of Mixed Membership Models., and . Handbook of Mixed Membership Models and Their Applications, Chapman and Hall/CRC, (2014)Scalable Time-Decaying Adaptive Prediction Algorithm., , , , , , , , and . KDD, page 617-626. ACM, (2016)Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models., , and . UAI, page 142-151. AUAI Press, (2014)