Παρακολούθηση
Lukang Sun
Lukang Sun
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα tum.de
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Παρατίθεται από
Παρατίθεται από
Έτος
A convergence theory for SVGD in the population limit under Talagrand’s inequality T1
A Salim, L Sun, P Richtarik
International Conference on Machine Learning, 19139-19152, 2022
272022
Convergence of Stein variational gradient descent under a weaker smoothness condition
L Sun, A Karagulyan, P Richtarik
International Conference on Artificial Intelligence and Statistics, 3693-3717, 2023
212023
Consensus-Based Optimization with Truncated Noise
M Fornasier, P Richtárik, K Riedl, L Sun
arXiv preprint arXiv:2310.16610, 2023
102023
A PDE Framework of Consensus-Based Optimization for Objectives with Multiple Global Minimizers
M Fornasier, L Sun
arXiv preprint arXiv:2403.06662, 2024
82024
Sharper rates and flexible framework for nonconvex SGD with client and data sampling
A Tyurin, L Sun, K Burlachenko, P Richtárik
Transactions on Machine Learning Research, 2023
72023
Federated Learning with a Sampling Algorithm under Isoperimetry
L Sun, A Salim, P Richtárik
Transactions on Machine Learning Research, 2024
52024
Complexity Analysis of Stein Variational Gradient Descent Under Talagrand's Inequality T1
A Salim, L Sun, P Richtárik
arXiv, 2021
42021
A Note on the Convergence of Mirrored Stein Variational Gradient Descent under Smoothness Condition
L Sun, P Richtárik
arXiv preprint arXiv:2206.09709, 2022
32022
Regularity and positivity of solutions of the Consensus-Based Optimization equation: unconditional global convergence
M Fornasier, L Sun
arXiv preprint arXiv:2502.01434, 2025
2025
Stein Variational Gradient Descent and Consensus-Based Optimization: Towards a Convergence Analysis and Generalization
L Sun
2024
Improved Stein Variational Gradient Descent with Importance Weights
L Sun, P Richtárik
Neurips OTML Workshop 2023, 2023
2023
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