| 2021 | ICML | Learning Interaction Kernels for Agent Systems on Riemannian Manifolds. | Mauro Maggioni, Jason Miller, Hongda Qiu, Ming Zhong |
| 2019 | IGARSS | Unsupervised Discriminative Dimension Reduction for Hyperspectral Chemical Plume Segmentation. | James M. Murphy, Mauro Maggioni |
| 2017 | SDM | ROFLMAO: Robust Oblique Forests with Linear MAtrix Operations. | Tyler M. Tomita, Mauro Maggioni, Joshua T. Vogelstein |
| 2016 | ICASSP | Object recognition in art drawings: Transfer of a neural network. | Rujie Yin, Eric E. Monson, Elizabeth Honig, Ingrid Daubechies, Mauro Maggioni |
| 2016 | ITW | Learning adaptive multiscale approximations to data and functions near low-dimensional sets. | Wenjing Liao, Mauro Maggioni, Stefano Vigogna |
| 2013 | ACSSC | Geometric estimation of probability measures in high-dimensions. | Mauro Maggioni |
| 2012 | VCIP | A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements. | Guangliang Chen, Mark A. Iwen, Sang Chin, Mauro Maggioni |
| 2011 | CVPR | Multiscale geometric and spectral analysis of plane arrangements. | Guangliang Chen, Mauro Maggioni |
| 2010 | CISS | Multiscale geometric wavelets for the analysis of point clouds. | Guangliang Chen, Mauro Maggioni |
| 2006 | AAAI | Learning Representation and Control in Continuous Markov Decision Processes. | Sridhar Mahadevan, Mauro Maggioni, Kimberly Ferguson, Sarah Osentoski |
| 2006 | ICASSP | Qeeg-Based Classification With Wavelet Packet and Microstate Features for Triage Applications in the ER. | Leslie S. Prichep, Elvir Causevic, Ronald R. Coifman, Robert Isenhart, Arnaud E. Jacquin, E. Roy John, Mauro Maggioni, Fred Warner |
| 2006 | ICML | Fast direct policy evaluation using multiscale analysis of Markov diffusion processes. | Mauro Maggioni, Sridhar Mahadevan |
| 2006 | KDD | Tensor-CUR decompositions for tensor-based data. | Michael W. Mahoney, Mauro Maggioni, Petros Drineas |