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cs.LG2022
Generative Adversarial Nets: Can we generate a new dataset based on only one training set?
Lan V. Truong
A generative adversarial network (GAN) is a class of machine learning frameworks designed by Goodfellow et al. in 2014. In the GAN framework, the generative model is pitted against…
cs.LG2022
Generalization Bounds on Multi-Kernel Learning with Mixed Datasets
Lan V. Truong
This paper presents novel generalization bounds for the multi-kernel learning problem. Motivated by applications in sensor networks and spatial-temporal models, we assume that the…