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Theoretical evidence for adversarial robustness through randomization: the case of the Exponential family.

, , , , , , and . CoRR, (2019)

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Instance-Privacy Preserving Crowdsourcing., , and . HCOMP, AAAI, (2014)Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach., , and . AAAI, AAAI Press, (2012)Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation., , , , and . NIPS, page 1433-1440. Curran Associates, Inc., (2007)Marginalized Kernels Between Labeled Graphs., , and . ICML, page 321-328. AAAI Press, (2003)Distributed Multi-task Learning for Sensor Network., , , , and . ECML/PKDD (2), volume 10535 of Lecture Notes in Computer Science, page 657-672. Springer, (2017)A Linear-Time Graph Kernel., and . ICDM, page 179-188. IEEE Computer Society, (2009)Quality Control for Crowdsourced Hierarchical Classification., , and . ICDM, page 937-942. IEEE Computer Society, (2015)Probabilistic Modeling of Peer Correction and Peer Assessment., , and . EDM, International Educational Data Mining Society (IEDMS), (2019)Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing., and . AAAI, page 750-757. AAAI Press, (2019)A Subpath Kernel for Rooted Unordered Trees., , , and . PAKDD (1), volume 6634 of Lecture Notes in Computer Science, page 62-74. Springer, (2011)