 Forward Stability of ResNet and Its VariantsJournal of Mathematical Imaging and Vision (JMIV), 2018 |
 Parallel sequential Monte Carlo for stochastic gradient-free nonconvex
optimizationStatistics and computing (Stat. Comput.), 2018 |
 A Sufficient Condition for Convergences of Adam and RMSPropComputer Vision and Pattern Recognition (CVPR), 2018 |
 Distributed Gradient Descent with Coded Partial Gradient ComputationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 |
 A Bayesian Perspective of Statistical Machine Learning for Big DataComputational statistics (Zeitschrift) (Comput. Stat.), 2018 |
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 Nonconvex Optimization Meets Low-Rank Matrix Factorization: An OverviewIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2018 |
 Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass
Classification ProblemsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2018 |
