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Trust the Model When It Is Confident: Masked Model-based Actor-Critic


Oct 10, 2020
Feiyang Pan, Jia He, Dandan Tu, Qing He

* NeurIPS 2020 

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Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning


Oct 11, 2019
Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long

* Multi-view learning, Adaptive kernel, Maximum margin learning, Linear scalability, Dirichlet process Gaussian mixtures, Bayesian inference, Data augmentation, Hamiltonian Monte Carlo 

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Learning beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling


Oct 10, 2019
Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long

* Learning beyond predefined labels; Generalized zero-shot learning; Semi-supervised learning; Generative model; Nonparametric Bayesian learning; Hierarchical Dirichlet process; Topic modelling; Collapsed Gibbs sampling 

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