Maggioni, Mauro

15 publications

ICML 2021 Learning Interaction Kernels for Agent Systems on Riemannian Manifolds Mauro Maggioni, Jason J Miller, Hongda Qiu, Ming Zhong

JMLR 2021 Learning Interaction Kernels in Heterogeneous Systems of Agents from Multiple Trajectories Fei Lu, Mauro Maggioni, Sui Tang

JMLR 2020 Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms Anna Little, Mauro Maggioni, James M. Murphy

JMLR 2020 Sparse Projection Oblique Randomer Forests Tyler M. Tomita, James Browne, Cencheng Shen, Jaewon Chung, Jesse L. Patsolic, Benjamin Falk, Carey E. Priebe, Jason Yim, Randal Burns, Mauro Maggioni, Joshua T. Vogelstein

JMLR 2019 Adaptive Geometric Multiscale Approximations for Intrinsically Low-Dimensional Data Wenjing Liao, Mauro Maggioni

JMLR 2019 Learning by Unsupervised Nonlinear Diffusion Mauro Maggioni, James M. Murphy

JMLR 2017 Multiscale Strategies for Computing Optimal Transport Samuel Gerber, Mauro Maggioni

JMLR 2016 Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness Mauro Maggioni, Stanislav Minsker, Nate Strawn

CVPR 2011 Multiscale Geometric and Spectral Analysis of Plane Arrangements Guangliang Chen, Mauro Maggioni

JMLR 2010 Learning Gradients: Predictive Models That Infer Geometry and Statistical Dependence Qiang Wu, Justin Guinney, Mauro Maggioni, Sayan Mukherjee

JMLR 2008 Regularization on Graphs with Function-Adapted Diffusion Processes Arthur D. Szlam, Mauro Maggioni, Ronald R. Coifman

JMLR 2007 Proto-Value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes Sridhar Mahadevan, Mauro Maggioni

ICML 2006 Fast Direct Policy Evaluation Using Multiscale Analysis of Markov Diffusion Processes Mauro Maggioni, Sridhar Mahadevan

AAAI 2006 Learning Representation and Control in Continuous Markov Decision Processes Sridhar Mahadevan, Mauro Maggioni, Kimberly Ferguson, Sarah Osentoski

NeurIPS 2005 Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions Sridhar Mahadevan, Mauro Maggioni