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To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout

, , , and . (2015)cite arxiv:1503.02031Comment: Currently under review for ICML 2015.

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Geometry-aware metric learning., , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 673-680. ACM, (2009)Learning Natural Programs from a Few Examples in Real-Time., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1714-1722. PMLR, (2019)Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression., , , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2892-2897. PMLR, (2019)Making the Last Iterate of SGD Information Theoretically Optimal., , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 1752-1755. PMLR, (2019)Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning., , , , , , and . AAAI, page 1698-1704. AAAI Press, (2017)SPARQL-ST: Extending SPARQL to Support Spatiotemporal Queries, , and . Geospatial Semantics and the Semantic Web, 12, chapter 3, Springer, New York, (2011)Provable Inductive Matrix Completion., and . CoRR, (2013)Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples., , , , , and . CoRR, (2018)Locally Non-linear Embeddings for Extreme Multi-label Learning., , , , and . CoRR, (2015)A Learning Framework for Self-Tuning Histograms, , , and . CoRR, (2011)