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Vasileios Maroulas
Title
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Cited by
Year
Large deviations for infinite dimensional stochastic dynamical systems
A Budhiraja, P Dupuis, V Maroulas
3012008
Variational representations for continuous time processes
A Budhiraja, P Dupuis, V Maroulas
Annales de l'IHP Probabilités et statistiques 47 (3), 725-747, 2011
1512011
Representation of molecular structures with persistent homology for machine learning applications in chemistry
J Townsend, CP Micucci, JH Hymel, V Maroulas, KD Vogiatzis
Nature communications 11 (1), 3230, 2020
1092020
Improved particle filters for multi-target tracking
V Maroulas, P Stinis
Journal of Computational Physics 231 (2), 602-611, 2012
672012
A Bayesian framework for persistent homology
V Maroulas, F Nasrin, C Oballe
SIAM Journal on Mathematics of Data Science 2 (1), 48-74, 2020
502020
Large deviations for stochastic flows of diffeomorphisms
A Budhiraja, P Dupuis, V Maroulas
442010
Signal classification with a point process distance on the space of persistence diagrams
A Marchese, V Maroulas
Advances in Data Analysis and Classification 12, 657-682, 2018
402018
Tracking rapid intracellular movements: A Bayesian random set approach
V Maroulas, A Nebenführ
342015
Nonparametric estimation of probability density functions of random persistence diagrams
V Maroulas, JL Mike, C Oballe
Journal of Machine Learning Research 20 (151), 1-49, 2019
332019
Improved distributed particle filters for tracking in a wireless sensor network
K Kang, V Maroulas, I Schizas, F Bao
Computational Statistics & Data Analysis 117, 90-108, 2018
322018
Tracking spawning objects
RPS Mahler, V Maroulas
IET Radar, Sonar & Navigation 7 (3), 321-331, 2013
302013
A Bayesian topological framework for the identification and reconstruction of subcellular motion
I Sgouralis, A Nebenfuhr, V Maroulas
SIAM Journal on Imaging Sciences 10 (2), 871-899, 2017
292017
Adaptive meshfree backward SDE filter
F Bao, V Maroulas
SIAM Journal on Scientific Computing 39 (6), A2664-A2683, 2017
292017
Quantum persistent homology
B Ameneyro, V Maroulas, G Siopsis
Journal of Applied and Computational Topology, 1-20, 2024
282024
Large deviations for infinite-dimensional stochastic systems with jumps
V Maroulas
Mathematika 57 (1), 175-192, 2011
272011
Topological convolutional layers for deep learning
ER Love, B Filippenko, V Maroulas, G Carlsson
Journal of Machine Learning Research 24 (59), 1-35, 2023
20*2023
Simplicial complex representation learning
M Hajij, G Zamzmi, T Papamarkou, V Maroulas, X Cai
arXiv preprint arXiv:2103.04046, 2021
202021
Interfacial Li-ion localization in hierarchical carbon anodes
NW McNutt, O Rios, V Maroulas, DJ Keffer
Carbon 111, 828-834, 2017
202017
K− means clustering on the space of persistence diagrams
A Marchese, V Maroulas, J Mike
Wavelets and Sparsity XVII 10394, 218-227, 2017
192017
A multiobjective optimization framework for stochastic control of complex systems
AA Malikopoulos, V Maroulas, J Xiong
2015 American Control Conference (ACC), 4263-4268, 2015
192015
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