Παρακολούθηση
Hui Huang (黄辉)
Hui Huang (黄辉)
Karl-Franzens-Universität Graz
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uni-graz.at
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning
M Fornasier, H Huang, L Pareschi, P Sünnen
The Journal of Machine Learning Research 22 (237), 1-55, 2021
812021
Consensus-based optimization on hypersurfaces: Well-posedness and mean-field limit
M Fornasier, H Huang, L Pareschi, P Sünnen
Mathematical Models and Methods in Applied Sciences 30 (14), 2725-2751, 2020
762020
On the global convergence of particle swarm optimization methods
H Huang, J Qiu, K Riedl
Applied Mathematics & Optimization 88 (2), 30, 2023
462023
On the mean‐field limit for the consensus‐based optimization
H Huang, J Qiu
Mathematical Methods in the Applied Sciences 45 (12), 7814-7831, 2022
402022
Well-posedness for the Keller-Segel equation with fractional Laplacian and the theory of propagation of chaos
H Huang, JG Liu
Kinetic and Related Models 9 (4), 715-748, 2016
402016
Anisotropic diffusion in consensus-based optimization on the sphere
M Fornasier, H Huang, L Pareschi, P Sünnen
SIAM Journal on Optimization 32 (3), 1984-2012, 2022
372022
On the mean-field limit for the Vlasov–Poisson–Fokker–Planck system
H Huang, JG Liu, P Pickl
Journal of Statistical Physics 181, 1915-1965, 2020
342020
A measure theoretical approach to the mean-field maximum principle for training NeurODEs
B Bonnet, C Cipriani, M Fornasier, H Huang
Nonlinear Analysis 227, 113161, 2023
302023
Zero-inertia limit: from particle swarm optimization to consensus-based optimization
C Cipriani, H Huang, J Qiu
SIAM Journal on Mathematical Analysis 54 (3), 3091-3121, 2022
272022
Error estimate of a random particle blob method for the Keller-Segel equation
H Huang, JG Liu
Mathematics of Computation 86 (308), 2719-2744, 2017
272017
Mean-field particle swarm optimization
S Grassi, H Huang, L Pareschi, J Qiu
Modeling and Simulation for Collective Dynamics 40, 127-193, 2023
242023
Propagation of chaos for the Keller–Segel equation over bounded domains
RC Fetecau, H Huang, W Sun
Journal of Differential Equations 266 (4), 2142-2174, 2019
212019
Learning interacting particle systems: Diffusion parameter estimation for aggregation equations
H Huang, JG Liu, J Lu
Mathematical Models and Methods in Applied Sciences 29 (01), 1-29, 2019
212019
Consensus-based optimization for saddle point problems
H Huang, J Qiu, K Riedl
SIAM Journal on Control and Optimization 62 (2), 1093-1121, 2024
202024
The microscopic derivation and well-posedness of the stochastic Keller–Segel equation
H Huang, J Qiu
Journal of Nonlinear Science 31 (1), 6, 2021
142021
A note on the mean-field limit for the particle swarm optimization
H Huang
Applied Mathematics Letters 117, 107133, 2021
92021
Discrete-in-time random particle blob method for the Keller–Segel equation and convergence analysis
H Huang, JG Liu
Communications in Mathematical Sciences 15 (7), 1821-1842, 2017
82017
A consensus-based algorithm for non-convex multiplayer games
E Chenchene, H Huang, J Qiu
arXiv preprint arXiv:2311.08270, 2023
52023
Zero-diffusion limit for aggregation equations over bounded domains
RC Fetecau, H Huang, D Messenger, W Sun
Discrete and Continuous Dynamical Systems 42 (10), 4905-4936, 2022
5*2022
Constrained consensus-based optimization and numerical heuristics for the few particle regime
J Beddrich, E Chenchene, M Fornasier, H Huang, B Wohlmuth
arXiv preprint arXiv:2410.10361, 2024
42024
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