Dejan Slepcev - RankMe

33 papers A* 2Journal 28Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Radon-Wasserstein Gradient Flows for Interacting-Particle Sampling in High Dimensions. CoRR Elias Hess-Childs, Dejan Slepcev, Lantian Xu
2022	A*	`conf`	Accurate Quantization of Measures via Interacting Particle-based Optimization. ICML Lantian Xu, Anna Korba, Dejan Slepcev
2022	J	`jnl`	Boundary Estimation from Point Clouds: Algorithms, Guarantees and Applications. J. Sci. Comput. Jeff Calder, Sangmin Park, Dejan Slepcev
2021	J	`jnl`	Boundary Estimation from Point Clouds: Algorithms, Guarantees and Applications. CoRR Jeff Calder, Sangmin Park, Dejan Slepcev
2021	J	`jnl`	Clustering dynamics on graphs: from spectral clustering to mean shift through Fokker-Planck interpolation. CoRR Katy Craig, Nicolás García Trillos, Dejan Slepcev
2020	J	`jnl`	Error Estimates for Spectral Convergence of the Graph Laplacian on Random Geometric Graphs Toward the Laplace-Beltrami Operator. Found. Comput. Math. Nicolás García Trillos, Moritz Gerlach, Matthias Hein, Dejan Slepcev
2020	A*	`conf`	Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates. ICML Jeff Calder, Brendan Cook, Matthew Thorpe, Dejan Slepcev
2020	J	`jnl`	Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates. CoRR Jeff Calder, Brendan Cook, Matthew Thorpe, Dejan Slepcev
2020	J	`jnl`	Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates. CoRR Jeff Calder, Dejan Slepcev, Matthew Thorpe
2019	J	`jnl`	Analysis of p-Laplacian Regularization in Semisupervised Learning. SIAM J. Math. Anal. Dejan Slepcev, Matthew Thorpe
2019	J	`jnl`	Nonlocal-interaction equation on graphs: gradient flow structure and continuum limit. CoRR Antonio Esposito, Francesco S. Patacchini, André Schlichting, Dejan Slepcev
2018	J	`jnl`	Large Data and Zero Noise Limits of Graph-Based Semi-Supervised Learning Algorithms. CoRR Matthew M. Dunlop, Dejan Slepcev, Andrew M. Stuart, Matthew Thorpe
2018	J	`jnl`	Optimal cone singularities for conformal flattening. ACM Trans. Graph. Yousuf Soliman, Dejan Slepcev, Keenan Crane
2018	J	`jnl`	Properly-weighted graph Laplacian for semi-supervised learning. CoRR Jeff Calder, Dejan Slepcev
2017	J	`jnl`	A Transportation L J. Math. Imaging Vis. Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev
2017	J	`jnl`	Analysis of $p$-Laplacian Regularization in Semi-Supervised Learning. CoRR Dejan Slepcev, Matthew Thorpe
2017	J	`jnl`	Multiple Penalized Principal Curves: Analysis and Computation. J. Math. Imaging Vis. Slav Kirov, Dejan Slepcev
2017	J	`jnl`	Optimal Mass Transport: Signal processing and machine-learning applications. IEEE Signal Process. Mag. Soheil Kolouri, Se Rim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde
2016	J	`jnl`	A Transportation L CoRR Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev
2016	J	`jnl`	Consistency of Cheeger and Ratio Graph Cuts. J. Mach. Learn. Res. Nicolás García Trillos, Dejan Slepcev, James H. von Brecht, Thomas Laurent, Xavier Bresson
2016	J	`jnl`	Transport-based analysis, modeling, and learning from signal and data distributions. CoRR Soheil Kolouri, Serim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde
2015	—	`conf`	A symmetric deformation-based similarity measure for shape analysis. ISBI Soheil Kolouri, Dejan Slepcev, Gustavo K. Rohde
2015	J	`jnl`	A variational approach to the consistency of spectral clustering. CoRR Nicolás García Trillos, Dejan Slepcev
2015	J	`jnl`	Mean-Curvature Flow of Voronoi Diagrams. J. Nonlinear Sci. Matt Elsey, Dejan Slepcev
2015	J	`jnl`	Multiple penalized principal curves: analysis and computation. CoRR Slav Kirov, Dejan Slepcev
2014	J	`jnl`	Consistency of Cheeger and Ratio Graph Cuts. CoRR Nicolás García Trillos, Dejan Slepcev, James H. von Brecht, Thomas Laurent, Xavier Bresson
2013	J	`jnl`	A Linear Optimal Transportation Framework for Quantifying and Visualizing Variations in Sets of Images. Int. J. Comput. Vis. Wei Wang, Dejan Slepcev, Saurav Basu, John A. Ozolek, Gustavo K. Rohde
2013	J	`jnl`	Properties of Minimizers of Average-Distance Problem via Discrete Approximation of Measures. SIAM J. Math. Anal. Xin Yang Lu, Dejan Slepcev
2012	—	`conf`	A linear transport-based embedding method for analyzing biomedical images. ACSCC Gustavo K. Rohde, Wei Wang, Saurav Basu, Dejan Slepcev
2011	J	`jnl`	An Optimal Transportation Approach for Nuclear Structure-Based Pathology. IEEE Trans. Medical Imaging Wei Wang, John A. Ozolek, Dejan Slepcev, Ann B. Lee, Cheng Chen, Gustavo K. Rohde
2010	—	`conf`	A graph-based method for detecting characteristic phenotypes from biomedical images. ISBI Wei Wang, Cheng Chen, Tao Peng, Dejan Slepcev, John A. Ozolek, Gustavo K. Rohde
2008	J	`jnl`	Coarsening in Nonlocal Interfacial Systems. SIAM J. Math. Anal. Dejan Slepcev
2006	J	`jnl`	Coarsening Rates for a Droplet Model: Rigorous Upper Bounds. SIAM J. Math. Anal. Felix Otto, Tobias Rump, Dejan Slepcev