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Abdul-Lateef Haji-Ali
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2020 – today
- 2025
- [j10]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raúl Tempone:
Multilevel importance sampling for rare events associated with the McKean-Vlasov equation. Stat. Comput. 35(1): 1 (2025) - 2024
- [j9]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raúl Tempone:
Double-loop importance sampling for McKean-Vlasov stochastic differential equation. Stat. Comput. 34(6): 197 (2024) - [i11]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Raúl Tempone, Leon Wilkosz:
Forward Propagation of Low Discrepancy Through McKean-Vlasov Dynamics: From QMC to MLQMC. CoRR abs/2409.09821 (2024) - [i10]Abdul-Lateef Haji-Ali, Marcelo Pereyra, Luke Shaw, Konstantinos Zygalakis:
Bayesian computation with generative diffusion models by Multilevel Monte Carlo. CoRR abs/2409.15511 (2024) - 2023
- [j8]Eya Ben Amar, Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Raúl Tempone:
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables. Stat. Comput. 33(2): 40 (2023) - [i9]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raúl Tempone:
Multi-index Importance Sampling for McKean-Vlasov Stochastic Differential Equation. CoRR abs/2307.05149 (2023) - [i8]Abdul-Lateef Haji-Ali, Jonathan Spence:
Nested Multilevel Monte Carlo with Biased and Antithetic Sampling. CoRR abs/2308.07835 (2023) - 2022
- [j7]Abdul-Lateef Haji-Ali, Jonathan Spence, Aretha L. Teckentrup:
Adaptive Multilevel Monte Carlo for Probabilities. SIAM J. Numer. Anal. 60(4): 2125-2149 (2022) - [i7]Eya Ben Amar, Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Raúl Tempone:
Efficient Importance Sampling Algorithm Applied to the Performance Analysis of Wireless Communication Systems Estimation. CoRR abs/2201.01340 (2022) - [i6]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raúl Tempone:
Double Loop Monte Carlo Estimator with Importance Sampling for McKean-Vlasov Stochastic Differential Equation. CoRR abs/2207.06926 (2022) - [i5]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raúl Tempone:
Multilevel Importance Sampling for McKean-Vlasov Stochastic Differential Equation. CoRR abs/2208.03225 (2022) - [i4]Michael B. Giles, Abdul-Lateef Haji-Ali:
Multilevel Path Branching for Digital Options. CoRR abs/2209.03017 (2022) - 2021
- [j6]Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Gerardo Rubino, Raúl Tempone:
Efficient importance sampling for large sums of independent and identically distributed random variables. Stat. Comput. 31(6): 79 (2021) - [i3]Abdul-Lateef Haji-Ali, Håkon Hoel, Raúl Tempone:
A simple approach to proving the existence, uniqueness, and strong and weak convergence rates for a broad class of McKean-Vlasov equations. CoRR abs/2101.00886 (2021) - [i2]Abdul-Lateef Haji-Ali, Jonathan Spence, Aretha L. Teckentrup:
Adaptive Multilevel Monte Carlo for Probabilities. CoRR abs/2107.09148 (2021)
2010 – 2019
- 2019
- [j5]Michael B. Giles, Abdul-Lateef Haji-Ali:
Multilevel Nested Simulation for Efficient Risk Estimation. SIAM/ASA J. Uncertain. Quantification 7(2): 497-525 (2019) - [i1]Michael B. Giles, Abdul-Lateef Haji-Ali:
Sub-sampling and other considerations for efficient risk estimation in large portfolios. CoRR abs/1912.05484 (2019) - 2018
- [j4]Abdul-Lateef Haji-Ali, Helmut Harbrecht, Michael Peters, Markus Siebenmorgen:
Novel results for the anisotropic sparse grid quadrature. J. Complex. 47: 62-85 (2018) - [j3]Abdul-Lateef Haji-Ali, Raúl Tempone:
Multilevel and Multi-index Monte Carlo methods for the McKean-Vlasov equation. Stat. Comput. 28(4): 923-935 (2018) - 2016
- [j2]Abdul-Lateef Haji-Ali, Fabio Nobile, Lorenzo Tamellini, Raúl Tempone:
Multi-index Stochastic Collocation Convergence Rates for Random PDEs with Parametric Regularity. Found. Comput. Math. 16(6): 1555-1605 (2016) - [j1]Abdul-Lateef Haji-Ali, Fabio Nobile, Raúl Tempone:
Multi-index Monte Carlo: when sparsity meets sampling. Numerische Mathematik 132(4): 767-806 (2016)
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