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A Group-Theoretic Framework for Data Augmentation

, , and . (2019)cite arxiv:1907.10905Comment: Changed title. Added results on overparametrized 2-layer nets. Added error bars to experiments. Numerous other minor improvements.

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A Group-Theoretic Framework for Data Augmentation, , and . (2019)cite arxiv:1907.10905Comment: Changed title. Added results on overparametrized 2-layer nets. Added error bars to experiments. Numerous other minor improvements.Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable., and . CoRR, (2021)Autonomous navigation of underactuated bipedal robots in height-constrained environments., , , and . Int. J. Robotics Res., 42 (8): 565-585 (July 2023)Invariance reduces Variance: Understanding Data Augmentation in Deep Learning and Beyond., , and . CoRR, (2019)Learning Torque Control for Quadrupedal Locomotion., , , , and . CoRR, (2022)Vision-aided Dynamic Quadrupedal Locomotion on Discrete Terrain using Motion Libraries., , , and . CoRR, (2021)Real-time Geo-localization Using Satellite Imagery and Topography for Unmanned Aerial Vehicles., , , and . IROS, page 2275-2281. IEEE, (2021)Few-Shot Cross Domain Battery Capacity Estimation., , , , , , and . UbiComp/ISWC Adjunct, page 703-711. ACM, (2021)A Group-Theoretic Framework for Data Augmentation., , and . NeurIPS, (2020)Global and Individualized Community Detection in Inhomogeneous Multilayer Networks., , and . CoRR, (2020)