Publications

Proximal SCOPE for Distributed Sparse Learning
Shen-Yi Zhao, Gong-Duo Zhang, Ming-Wei Li, Wu-Jun Li
Proceedings of the Annual Conference on Neural Information Processing Systems (NIPS) 2018 [pdf]

SCOPE: Scalable Composite Optimization for Learning on Spark
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li
Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI) 2017 [pdf]

Lock-Free Optimization for Non-Convex Problems
Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li
Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI) 2017 [pdf]

Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee
Shen-Yi Zhao, Wu-Jun Li
Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI) 2016 [pdf]