Deep linear networks with arbitrary loss: All local minima are global T Laurent, J Brecht International conference on machine learning, 2902-2907, 2018 | 159 | 2018 |
A second order virtual node method for elliptic problems with interfaces and irregular domains J Bedrossian, JH Von Brecht, S Zhu, E Sifakis, JM Teran Journal of Computational Physics 229 (18), 6405-6426, 2010 | 113 | 2010 |
Predicting pattern formation in particle interactions JH Von Brecht, D Uminsky, T Kolokolnikov, AL Bertozzi Mathematical Models and Methods in Applied Sciences 22 (supp01), 1140002, 2012 | 106 | 2012 |
Multiclass total variation clustering X Bresson, T Laurent, D Uminsky, J Von Brecht Advances in neural information processing systems 26, 2013 | 105 | 2013 |
Consistency of Cheeger and ratio graph cuts NG Trillos, D Slep, J Von Brecht, T Laurent, X Bresson Journal of Machine Learning Research 17 (181), 1-46, 2016 | 96 | 2016 |
Ring patterns and their bifurcations in a nonlocal model of biological swarms AL Bertozzi, T Kolokolnikov, H Sun, D Uminsky, J Brecht Communications in Mathematical Sciences 13 (4), 955-985, 2015 | 81 | 2015 |
Stability analysis of flock and mill rings for second order models in swarming G Albi, D Balagué, JA Carrillo, J von Brecht SIAM Journal on Applied Mathematics 74 (3), 794-818, 2014 | 79 | 2014 |
A recurrent neural network without chaos T Laurent, J von Brecht arXiv preprint arXiv:1612.06212, 2016 | 73 | 2016 |
Convergence and energy landscape for Cheeger cut clustering X Bresson, T Laurent, D Uminsky, J Brecht Advances in neural information processing systems 25, 2012 | 67 | 2012 |
On soccer balls and linearized inverse statistical mechanics JH von Brecht, D Uminsky Journal of nonlinear science 22, 935-959, 2012 | 54 | 2012 |
The multilinear structure of ReLU networks T Laurent, J Brecht International conference on machine learning, 2908-2916, 2018 | 53 | 2018 |
An adaptive total variation algorithm for computing the balanced cut of a graph X Bresson, T Laurent, D Uminsky, JH von Brecht arXiv preprint arXiv:1302.2717, 2013 | 30 | 2013 |
Swarming on random graphs J von Brecht, T Kolokolnikov, AL Bertozzi, H Sun Journal of Statistical Physics 151 (1), 150-173, 2013 | 28 | 2013 |
Algebraic connectivity of Erdös-Rényi graphs near the connectivity threshold T Kolokolnikov, B Osting, J Von Brecht Manuscript in preparation, 2014 | 21 | 2014 |
Estimating perimeter using graph cuts NG Trillos, D Slepčev, J Von Brecht Advances in Applied Probability 49 (4), 1067-1090, 2017 | 12 | 2017 |
Deep linear neural networks with arbitrary loss: All local minima are global T Laurent, J Von Brecht arXiv preprint arXiv:1712.01473, 2017 | 11 | 2017 |
Well-posedness theory for aggregation sheets JH von Brecht, AL Bertozzi Communications in Mathematical Physics 319 (2), 451-477, 2013 | 10 | 2013 |
Anisotropic assembly and pattern formation JH von Brecht, DT Uminsky Nonlinearity 30 (1), 225, 2016 | 9 | 2016 |
A finite element method for interface problems in domains with smooth boundaries and interfaces J Bedrossian, JH von Brecht, SW Zhu, E Sifakis, JM Teran J. Comput. Phys 229, 6405-6426, 2010 | 7 | 2010 |
An incremental reseeding strategy for clustering X Bresson, H Hu, T Laurent, A Szlam, J von Brecht Imaging, Vision and Learning Based on Optimization and PDEs: IVLOPDE, Bergen …, 2018 | 6 | 2018 |