Duality-free Methods for Stochastic Composition OptimizationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2017 |
Curvature-aided Incremental Aggregated Gradient MethodAllerton Conference on Communication, Control, and Computing (Allerton), 2017 |
Deep Adaptive Feature Embedding with Local Sample Distributions for
Person Re-identificationPattern Recognition (PR), 2017 |
Limitations on Variance-Reduction and Acceleration Schemes for Finite
Sum OptimizationNeural Information Processing Systems (NeurIPS), 2017 |
Stochastic Reformulations of Linear Systems: Algorithms and Convergence
TheorySIAM Journal on Matrix Analysis and Applications (SIMAX), 2017 |