Source Themes

Learning Joint Wasserstein Auto-Encoders for Joint Distribution Matching

arxiv 2020

Multi-marginal Wasserstein GAN

Neural Information Processing Systems (NeurIPS) 2019

Online Adaptive Asymmetric Active Learning with Limited Budgets

IEEE Transactions on Knowledge and Data Engineering (TKDE) 2019

Oversampling for Imbalanced Data via Optimal Transport

AAAI Conference on Artificial Intelligence (AAAI) 2019

Learning sparse PCA with stabilized ADMM method on stiefel manifold

IEEE Transactions on Knowledge and Data Engineering (TKDE) 2019

Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2018

Adversarial Learning with Local Coordinate Coding

International Conference on Machine Learning (ICML) 2018

Tensor based relations ranking for multi-relational collective classification

IEEE International Conference on Data Mining (ICDM) 2017

On the Flatness of Loss Surface for Two-layered ReLU Networks

Asian Conference on Machine Learning (ACML) 2017