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Towards Accurate and Compact Architectures via Neural Architecture Transformer.

, , , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 44 (10): 6501-6516 (2022)

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Online Adaptive Asymmetric Active Learning With Limited Budgets., , , , , , and . IEEE Trans. Knowl. Data Eng., 33 (6): 2680-2692 (2021)Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning., , , , , and . IEEE Trans. Knowl. Data Eng., 34 (1): 236-248 (2022)Context-Aware Domain Adaptation in Semantic Segmentation., , , , and . CoRR, (2020)Online Compact Convexified Factorization Machine., , and . CoRR, (2018)Exact Soft Confidence-Weighted Learning., , and . ICML, icml.cc / Omnipress, (2012)BDUOL: Double Updating Online Learning on a Fixed Budget., and . ECML/PKDD (1), volume 7523 of Lecture Notes in Computer Science, page 810-826. Springer, (2012)Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1660-1669. JMLR.org, (2016)Online Passive Aggressive Active Learning and Its Applications., , and . ACML, volume 39 of JMLR Workshop and Conference Proceedings, JMLR.org, (2014)High-dimensional Similarity Learning via Dual-sparse Random Projection., , , and . IJCAI, page 3005-3011. ijcai.org, (2018)Large Scale Online Kernel Learning., , , , and . J. Mach. Learn. Res., (2016)