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Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting.

, , , and . UAI, AUAI Press, (2017)

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Intelligent fusion of structural and citation-based evidence for text classification, , , , , , and . Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, page 667--668. Salvador, Brazil, ACM Press, (August 2005)Near Optimal Bayesian Active Learning for Decision Making., , , , , and . CoRR, (2014)Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking., , , and . CoRR, (2017)Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processes., , , , , , and . CoRR, (2018)Near-optimal Bayesian Active Learning with Correlated and Noisy Tests., , and . CoRR, (2016)An Algorithm for Exact Super-resolution and Phase Retrieval., , and . CoRR, (2013)Offering Pharmaceutical Samples: The Role of Physician Learning and Patient Payment Ability., , and . Marketing Science, 32 (3): 522-527 (2013)Backing off from Infinity: Tight Performance Bounds for Large Random Vector Channels., , and . CoRR, (2013)Barrier Certificates for Assured Machine Teaching., , , , and . CoRR, (2018)Approaching the capacity of sampled analog channels., , and . ITW, page 15-19. IEEE, (2011)