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Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles.

, , and . NIPS, page 661-667. MIT Press, (2000)

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MAP estimation via agreement on trees: message-passing and linear programming., , and . IEEE Transactions on Information Theory, 51 (11): 3697-3717 (2005)When is it Better to Compare than to Score?, , , , , and . CoRR, (2014)Universal Quantile Estimation with Feedback in the Communication-Constrained Setting, and . CoRR, (2007)Simple, Robust and Optimal Ranking from Pairwise Comparisons., and . CoRR, (2015)Estimating divergence functionals and the likelihood ratio by convex risk minimization, , and . CoRR, (2008)A new similarity measure for covariate shift with applications to nonparametric regression., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 17517-17530. PMLR, (2022)Stabilizing Q-learning with Linear Architectures for Provable Efficient Learning., and . ICML, volume 162 of Proceedings of Machine Learning Research, page 25920-25954. PMLR, (2022)A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control., , , and . NIPS, page 5957-5966. (2017)Kernel Feature Selection via Conditional Covariance Minimization., , , and . NIPS, page 6946-6955. (2017)FedSplit: an algorithmic framework for fast federated optimization., and . NeurIPS, (2020)