Konstantinos Spiliopoulos
Boston University
H-index: 20
North America-United States
Top articles of Konstantinos Spiliopoulos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Uniform in time bounds for a stochastic hybrid system with fast periodic sampling and small white-noise | arXiv preprint arXiv:2404.18242 | Shivam Singh Dhama Konstantinos Spiliopoulos | 2024/4/28 |
Stochastic gradient descent-based inference for dynamic network models with attractors | arXiv preprint arXiv:2403.07124 | Hancong Pan Xiaojing Zhu Cantay Caliskan Dino P Christenson Konstantinos Spiliopoulos | 2024/3/11 |
Fluctuation analysis for particle-based stochastic reaction–diffusion models | Stochastic Processes and their Applications | Max Heldman SA Isaacson Jingwei Ma Konstantinos Spiliopoulos | 2024/1/1 |
PDE-constrained models with neural network terms: Optimization and global convergence | Journal of Computational Physics | Justin Sirignano Jonathan MacArt Konstantinos Spiliopoulos | 2023/5/15 |
Mean field limits of particle-based stochastic reaction-drift-diffusion models | SIAM Journal on Mathematical Analysis | Samuel A Isaacson Jingwei Ma Konstantinos Spiliopoulos | 2022 |
Quantitative fluctuation analysis of multiscale diffusion systems via Malliavin calculus | arXiv preprint arXiv:2301.09005 | Solesne Bourguin Konstantinos Spiliopoulos | 2023/1/21 |
Rate of homogenization for fully-coupled McKean–Vlasov SDEs | Stochastics and Dynamics | Zachary William Bezemek Konstantinos Spiliopoulos | 2023/3/21 |
Kernel limit of recurrent neural networks trained on ergodic data sequences | arXiv preprint arXiv:2308.14555 | Samuel Chun-Hei Lam Justin Sirignano Konstantinos Spiliopoulos | 2023/8/28 |
Moderate deviation principle for multiscale systems driven by fractional Brownian motion | Journal of Theoretical Probability | Solesne Bourguin Thanh Dang Konstantinos Spiliopoulos | 2023/1/16 |
Transport map unadjusted Langevin algorithms: learning and discretizing perturbed samplers | arXiv preprint arXiv:2302.07227 | Benjamin J Zhang Youssef M Marzouk Konstantinos Spiliopoulos | 2023/2/14 |
Moderate deviations for fully coupled multiscale weakly interacting particle systems | Stochastics and Partial Differential Equations: Analysis and Computations | ZW Bezemek Konstantinos Spiliopoulos | 2023/7/10 |
Large deviations for interacting multiscale particle systems | Stochastic Processes and their Applications | ZW Bezemek Konstantinos Spiliopoulos | 2023/1/1 |
Transport map unadjusted Langevin algorithms | arXiv e-prints | Benjamin J Zhang Youssef M Marzouk Konstantinos Spiliopoulos | 2023/2 |
Disentangling positive and negative partisanship in social media interactions using a coevolving latent space network with attractors model | Journal of the Royal Statistical Society Series A: Statistics in Society | Xiaojing Zhu Cantay Caliskan Dino P Christenson Konstantinos Spiliopoulos Dylan Walker | 2023/7 |
Moderate deviations for systems of slow–fast stochastic reaction–diffusion equations | Stochastics and Partial Differential Equations: Analysis and Computations | Ioannis Gasteratos Michael Salins Konstantinos Spiliopoulos | 2023/6 |
Importance sampling for stochastic reaction–diffusion equations in the moderate deviation regime | Stochastics and Partial Differential Equations: Analysis and Computations | Ioannis Gasteratos Michael Salins Konstantinos Spiliopoulos | 2023/12/8 |
On the large-time behaviour of affine Volterra processes | arXiv preprint arXiv:2204.05270 | Antoine Jacquier Alexandre Pannier Konstantinos Spiliopoulos | 2022/4/11 |
Online adjoint methods for optimization of PDEs | Applied Mathematics & Optimization | Justin Sirignano Konstantinos Spiliopoulos | 2022/4 |
Asymptotics of reinforcement learning with neural networks | Stochastic Systems | Justin Sirignano Konstantinos Spiliopoulos | 2022/3 |
Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics | Statistics and Computing | Benjamin J Zhang Youssef M Marzouk Konstantinos Spiliopoulos | 2022/10 |
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