Dejan Slepčev
Carnegie Mellon University
H-index: 28
North America-United States
Top articles of Dejan Slepčev
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Geometry and analytic properties of the sliced Wasserstein space | arXiv preprint arXiv:2311.05134 | Sangmin Park Dejan Slepčev | 2023/11/9 |
Birth–death dynamics for sampling: global convergence, approximations and their asymptotics | Nonlinearity | Yulong Lu Dejan Slepčev Lihan Wang | 2023/9/26 |
HV geometry for signal comparison | arXiv preprint arXiv:2304.11538 | Ruiyu Han Dejan Slepčev Yunan Yang | 2023/4/23 |
Rates of convergence for Laplacian semi-supervised learning with low labeling rates | Research in the Mathematical Sciences | Jeff Calder Dejan Slepčev Matthew Thorpe | 2023/3 |
Nonlocal wasserstein distance: Metric and asymptotic properties | Calculus of Variations and Partial Differential Equations | Dejan Slepčev Andrew Warren | 2023/12 |
Nonlocal dynamics on graphs | Málaga | Antonio Esposito Francesco S Patacchini André Schlichting Dejan Slepcev | 2022/6/20 |
The nonlocal-interaction equation near attracting manifolds | Discrete & Continuous Dynamical Systems 42, no. 2 (2022): 903. | Francesco S Patacchini Dejan Slepčev | 2022 |
Boundary estimation from point clouds: Algorithms, guarantees and applications | Journal of Scientific Computing | Jeff Calder Sangmin Park Dejan Slepčev | 2022/8 |
Accurate quantization of measures via interacting particle-based optimization | Lantian Xu Anna Korba Dejan Slepcev | 2022/6/28 | |
Clustering dynamics on graphs: from spectral clustering to mean shift through Fokker–Planck interpolation | Katy Craig Nicolas GarciaTrillos Dejan Slepčev | 2021/12/7 | |
Variational Methods for Evolution | Oberwolfach Reports | Luigi Ambrosio Alexander Mielke Mark A Peletier Giuseppe Savaré | 2015/10/29 |
Nonlocal-interaction equation on graphs: gradient flow structure and continuum limit | Archive for Rational Mechanics and Analysis | Antonio Esposito Francesco S Patacchini André Schlichting Dejan Slepčev | 2021/5 |
Mumford–Shah functionals on graphs and their asymptotics | Nonlinearity | Marco Caroccia Antonin Chambolle Dejan Slepčev | 2020/6/5 |
Average-distance problem with curvature penalization for data parameterization: regularity of minimizers | ESAIM: Control, Optimisation and Calculus of Variations | Xinyang Lu Dejan Slepcev | 2020/12/28 |
Properly-weighted graph Laplacian for semi-supervised learning | Applied mathematics & optimization | Jeff Calder Dejan Slepčev | 2020/12 |
Poisson learning: Graph based semi-supervised learning at very low label rates | Jeff Calder Brendan Cook Matthew Thorpe Dejan Slepcev | 2020/11/21 | |
Large data and zero noise limits of graph-based semi-supervised learning algorithms | Applied and Computational Harmonic Analysis | Matthew M Dunlop Dejan Slepčev Andrew M Stuart Matthew Thorpe | 2020/9/1 |
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs toward the Laplace–Beltrami operator | Foundations of Computational Mathematics | Nicolás García Trillos Moritz Gerlach Matthias Hein Dejan Slepčev | 2020/8 |
Co-Authors
