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Jiaming Liang
Jiaming Liang
Verified email at rochester.edu - Homepage
Title
Cited by
Cited by
Year
A proximal algorithm for sampling from non-smooth potentials
J Liang, Y Chen
2022 Winter Simulation Conference (WSC), 3229-3240, 2022
202022
Stability analysis for periodic solutions of the Van der Pol–Duffing forced oscillator
J Cui, J Liang, Z Lin
Physica Scripta 91 (1), 015201, 2015
162015
A doubly accelerated inexact proximal point method for nonconvex composite optimization problems
J Liang, RDC Monteiro
arXiv preprint arXiv:1811.11378, 2018
122018
A proximal bundle variant with optimal iteration-complexity for a large range of prox stepsizes
J Liang, RDC Monteiro
SIAM Journal on Optimization 31 (4), 2955-2986, 2021
112021
An Average Curvature Accelerated Composite Gradient Method for Nonconvex Smooth Composite Optimization Problems
J Liang, RDC Monteiro
SIAM Journal on Optimization 31 (1), 217–243, 2021
102021
A proximal algorithm for sampling
J Liang, Y Chen
arXiv preprint arXiv:2202.13975, 2022
82022
A FISTA-type accelerated gradient algorithm for solving smooth nonconvex composite optimization problems
J Liang, RDC Monteiro, CK Sim
Computational Optimization and Applications 79 (3), 649-679, 2021
82021
Early termination of convex QP solvers in mixed-integer programming for real-time decision making
J Liang, S Di Cairano, R Quirynen
IEEE Control Systems Letters 5 (4), 1417-1422, 2020
82020
A unified analysis of a class of proximal bundle methods for solving hybrid convex composite optimization problems
J Liang, RDC Monteiro
Mathematics of Operations Research, 2023
72023
A single cut proximal bundle method for stochastic convex composite optimization
J Liang, V Guigues, RDC Monteiro
Mathematical Programming, 1-36, 2023
22023
A proximal algorithm for sampling from non-convex potentials
J Liang, Y Chen
arXiv preprint arXiv:2205.10188, 2022
22022
Nesterov smoothing for sampling without smoothness
J Fan, B Yuan, J Liang, Y Chen
2023 62nd IEEE Conference on Decision and Control (CDC), 5313-5318, 2023
12023
On a class of gibbs sampling over networks
B Yuan, J Fan, J Liang, A Wibisono, Y Chen
The Thirty Sixth Annual Conference on Learning Theory, 5754-5780, 2023
12023
Proximal bundle methods for hybrid weakly convex composite optimization problems
J Liang, RDC Monteiro, H Zhang
arXiv preprint arXiv:2303.14896, 2023
12023
Ship Roll Behaviour in Large Amplitude Beam Waves
J Liang, Z Lin
ASME 2015 34th International Conference on Ocean, Offshore and Arctic …, 2015
12015
On Independent Samples Along the Langevin Diffusion and the Unadjusted Langevin Algorithm
J Liang, S Mitra, A Wibisono
arXiv preprint arXiv:2402.17067, 2024
2024
Variance Reduction and Low Sample Complexity in Stochastic Optimization via Proximal Point Method
J Liang
arXiv preprint arXiv:2402.08992, 2024
2024
Average curvature FISTA for nonconvex smooth composite optimization problems
J Liang, RDC Monteiro
Computational Optimization and Applications 86 (1), 275-302, 2023
2023
Controller with early termination in mixed-integer optimal control optimization
R Quirynen, J Liang, S Di Cairano
US Patent 11,340,899, 2022
2022
Design and Analysis of Algorithms for Composite Optimization
J Liang
Georgia Institute of Technology, 2022
2022
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