According to our database1, Liu Liu authored at least 14 papers between 2016 and 2021.
Legend:Book In proceedings Article PhD thesis Other
On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration.
Proceedings of the 37th International Conference on Machine Learning, 2020
IEEE Trans. Neural Networks Learn. Syst., 2019
The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Quantum algorithm for finding the negative curvature direction in non-convex optimization.
IEEE Trans. Neural Networks Learn. Syst., 2018
Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient.
Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem.
IEEE Trans. Neural Networks Learn. Syst., 2017
Proceedings of the IEEE 16th International Conference on Data Mining, 2016