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Cited by
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Since 2019
Citations
29
29
h-index
3
3
i10-index
1
1
0
10
5
2022
2023
2024
8
6
10
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2 articles
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Martin Chak
Postdoc, LJLL Sorbonne Université
Verified email at sorbonne-universite.fr -
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Probability
Monte Carlo methods
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Year
On the generalised Langevin equation for simulated annealing
M Chak, N Kantas, GA Pavliotis
SIAM/ASA Journal on Uncertainty Quantification
, 2023
17
2023
Optimal friction matrix for underdamped Langevin sampling
M Chak, N Kantas, T Lelièvre, GA Pavliotis
ESAIM: Mathematical Modelling and Numerical Analysis
, 2023
8
2023
Reflection coupling for unadjusted generalized Hamiltonian Monte Carlo in the nonconvex stochastic gradient case
M Chak, P Monmarché
arXiv preprint arXiv:2310.18774
, 2023
3
2023
Optimal importance sampling for overdamped Langevin dynamics
M Chak, T Lelièvre, G Stoltz, U Vaes
arXiv preprint arXiv:2307.11744
, 2023
1
2023
Convergence and variance reduction for stochastic differential equations in sampling and optimisation
M Chak
Imperial College London
, 2022
2022
Regularity preservation in Kolmogorov equations for non-Lipschitz coefficients under Lyapunov conditions
M Chak
arXiv preprint arXiv:2209.05436
, 2022
2022
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