Adam-family Methods for Nonsmooth Optimization with Convergence Guarantees.
J. Mach. Learn. Res., 2024
FTA-DETR: An efficient and precise fire detection framework based on an end-to-end architecture applicable to embedded platforms.
Expert Syst. Appl., 2024
Developing Lagrangian-based Methods for Nonsmooth Nonconvex Optimization.
CoRR, 2024
An Improved Unconstrained Approach for Bilevel Optimization.
SIAM J. Optim., December, 2023
Convergence Guarantees for Stochastic Subgradient Methods in Nonsmooth Nonconvex Optimization.
CoRR, 2023
CDOpt: A Python Package for a Class of Riemannian Optimization.
CoRR, 2022
An Efficient Orthonormalization-Free Approach for Sparse Dictionary Learning and Dual Principal Component Pursuit.
Sensors, 2020
Greedy Adaptive Search: A New Approach for Large-Scale Irregular Packing Problems in the Fabric Industry.
IEEE Access, 2020
A Fast Exact Algorithm for Airplane Refueling Problem.
Proceedings of the Combinatorial Optimization and Applications, 2019
Development of On-Line Monitoring Systems for High Temperature Components in Power Plants.
Sensors, 2013