Publications

@article{nokey,

title = {Unsupervised learning of observation functions in state-space models by nonparametric moment methods},

author = {Qingci An and Yannis Kevrekidis and Fei Lu and Mauro Maggioni},

url = {https://arxiv.org/abs/2207.05242

https://doi.org/10.3934/fods.2023002},

doi = {10.3934/fods.2023002},

year  = {2023},

date = {2023-02-01},

urldate = {2023-02-01},

journal = {Foundations of Data Science},

keywords = {computational mathematics, hidden Markov models, inverse problems, Machine learning, optimal transport, regression, statistics, stochastic systems, Unsupervised Learning},

pubstate = {published},

tppubtype = {article}

}

@article{aless2020conditional,

title = {Conditional regression for single-index models},

author = {Alessandro Lanteri and Mauro Maggioni and Stefano Vigogna},

url = {https://www.e-publications.org/ims/submission/BEJ/user/submissionFile/49273?confirm=22a655d7

https://arxiv.org/abs/2002.10008},

doi = {10.3150/22-BEJ1482},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Bernoulli},

keywords = {regression, statistics},

pubstate = {published},

tppubtype = {article}

}