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On Approximate Non-submodular Minimization via Tree-Structured Supermodularity.

, , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)

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Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables., and . CoRR, (2018)Knowledge-Based Regularization in Generative Modeling., and . IJCAI, page 2390-2396. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Prismatic Algorithm for Discrete D.C. Programming Problems, and . CoRR, (2011)GroupLiNGAM: Linear non-Gaussian acyclic models for sets of variables, , , and . CoRR, (2010)Meta-Learning for Koopman Spectral Analysis with Short Time-series., and . CoRR, (2021)Reproducing kernel Hilbert C*-module and kernel mean embeddings., , , , , and . CoRR, (2021)Higher Order Fused Regularization for Supervised Learning with Grouped Parameters., , and . ECML/PKDD (1), volume 9284 of Lecture Notes in Computer Science, page 577-593. Springer, (2015)Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer's Disease., , , and . AAAI, page 2163-2169. AAAI Press, (2014)Estimating counterfactual treatment outcomes over time in multi-vehicle simulation., , , , , and . SIGSPATIAL/GIS, page 7:1-7:4. ACM, (2022)Weighted Likelihood Policy Search with Model Selection., , , and . NIPS, page 2366-2374. (2012)