2024
Lang, Quanjun; Wang, Xiong; Lu, Fei; Maggioni, Mauro
Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel Bachelor Thesis
2024.
Links | BibTeX | Tags: interacting particle systems, Machine learning, optimization, statistics, stochastic systems
@bachelorthesis{nokey,
title = {Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel},
author = {Quanjun Lang and Xiong Wang and Fei Lu and Mauro Maggioni},
url = {https://arxiv.org/pdf/2402.08412.pdf},
year = {2024},
date = {2024-02-13},
journal = {arXiv},
keywords = {interacting particle systems, Machine learning, optimization, statistics, stochastic systems},
pubstate = {published},
tppubtype = {bachelorthesis}
}
2017
Gerber, Sam; Maggioni, Mauro
Multiscale Strategies for Discrete Optimal Transport Journal Article
In: Journ. Mach. Learn. Res., no. 72, pp. 1–32, 2017.
Links | BibTeX | Tags: multiscale analysis, optimal transport, optimization
@article{GM:mop,
title = {Multiscale Strategies for Discrete Optimal Transport},
author = {Sam Gerber and Mauro Maggioni},
url = {https://jmlr.csail.mit.edu/papers/volume18/16-108/16-108.pdf},
year = {2017},
date = {2017-01-01},
journal = {Journ. Mach. Learn. Res.},
number = {72},
pages = {1--32},
keywords = {multiscale analysis, optimal transport, optimization},
pubstate = {published},
tppubtype = {article}
}
- Lectures at Summer School at Peking University, July 2017.
- PCMI Lectures, Summer 2016: Lecture 1, Lecture 2, Problems/discussion points
- Google Scholar
- Papers on the ArXiv
- Papers on MathsciNet
- Tutorials on diffusion geometry and multiscale analysis on graphs at the MRA Internet Program at IPAM: Part I and Part II.
- Diffusion Geometries, Diffusion Wavelets and Harmonic Analysis of large data sets, IPAM, Multiscale Geometric Analysis Program, Fall 2004.
- Diffusion Geometries, global and multiscale, IPAM, 2005.