1. Jordan T Ash , Chicheng Zhang , Akshay Krishnamurthy , John Langford , and Alekh Agarwal . 2020 . Deep batch active learning by diverse, uncertain gradient lower bounds . In International Conference on Learning Representations. Jordan T Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, and Alekh Agarwal. 2020. Deep batch active learning by diverse, uncertain gradient lower bounds. In International Conference on Learning Representations.
2. Metareg: Towards domain generalization using meta-regularization;Balaji Yogesh;Advances in Neural Information Processing Systems,2018
3. David Berthelot , Nicholas Carlini , Ekin D Cubuk , Alex Kurakin , Kihyuk Sohn , Han Zhang , and Colin Raffel . 2020 . Remixmatch: Semi-supervised learning with distribution alignment and augmentation anchoring . International Conference on Learning Representation (2020). David Berthelot, Nicholas Carlini, Ekin D Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, and Colin Raffel. 2020. Remixmatch: Semi-supervised learning with distribution alignment and augmentation anchoring. International Conference on Learning Representation (2020).
4. David Berthelot , Nicholas Carlini , Ian Goodfellow , Nicolas Papernot , Avital Oliver , and Colin Raffel . 2019 . Mixmatch: A holistic approach to semi-supervised learning. Advances in Neural Information Processing Systems (2019). David Berthelot, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Oliver, and Colin Raffel. 2019. Mixmatch: A holistic approach to semi-supervised learning. Advances in Neural Information Processing Systems (2019).
5. Generalizing from several related classification tasks to a new unlabeled sample;Blanchard Gilles;Advances in Neural Information Processing Systems,2011