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Learning Models over Relational Data Using Sparse Tensors and Functional Dependencies.

, , , , and . ACM Trans. Database Syst., 45 (2): 7:1-7:66 (2020)

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On Functional Aggregate Queries with Additive Inequalities., , , , , , and . CoRR, (2018)Borrowing strength in hierarchical Bayes: convergence of the Dirichlet base measure. CoRR, (2013)On Efficient Multilevel Clustering via Wasserstein Distances., , , , , , and . CoRR, (2019)Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning., , , and . IEEE Trans. Neural Networks Learn. Syst., 26 (1): 98-112 (2015)On efficient multilevel Clustering via Wasserstein distances., , , , , , and . J. Mach. Learn. Res., (2021)Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines., , and . CoRR, (2015)Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines., , and . CoRR, (2015)Rk-means: Fast Clustering for Relational Data., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2742-2752. PMLR, (2020)Functional Aggregate Queries with Additive Inequalities., , , , , , and . ACM Trans. Database Syst., 45 (4): 17:1-17:41 (2020)Scalable nonparametric Bayesian learning for dynamic velocity fields., , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 282-292. PMLR, (2023)