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Learning higher-order sequential structure with cloned HMMs., , , , , и . CoRR, (2019)Perturb-and-max-product: Sampling and learning in discrete energy-based models., , и . NeurIPS, стр. 928-940. (2021)Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation., , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 7426-7448. PMLR, (2023)Solving large-scale L1-regularized SVMs and cousins: the surprising effectiveness of column and constraint generation., и . CoRR, (2019)Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives., , и . CoRR, (2020)Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models., , и . AAAI, стр. 7193-7200. AAAI Press, (2021)Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables., , , , , и . AAAI, стр. 8252-8260. AAAI Press, (2021)Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation., , и . J. Mach. Learn. Res., (2022)Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives., , и . J. Mach. Learn. Res., (2021)Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments., , , , и . CoRR, (2024)