Regularization of Persistent Homology Gradient Computation

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Regularization of Persistent Homology Gradient Computation

11 November 2020

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Papers citing "Regularization of Persistent Homology Gradient Computation"

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Title
A Fast and Robust Method for Global Topological Functional Optimization Elchanan Solomon Alexander Wagner Paul Bendich 26 22 0 17 Sep 2020
Learning with Differentiable Perturbed Optimizers Quentin Berthet Mathieu Blondel O. Teboul Marco Cuturi Jean-Philippe Vert Francis R. Bach 68 109 0 20 Feb 2020
MIPaaL: Mixed Integer Program as a Layer Aaron Ferber Bryan Wilder B. Dilkina Milind Tambe 66 146 0 12 Jul 2019
Topological Autoencoders Michael Moor Max Horn Bastian Rieck Karsten Borgwardt 66 150 0 03 Jun 2019
A Topology Layer for Machine Learning Rickard Brüel-Gabrielsson Bradley J. Nelson Anjan Dwaraknath Primoz Skraba Leonidas Guibas Gunnar Carlsson AI4CE 69 133 0 29 May 2019
A Topological Regularizer for Classifiers via Persistent Homology Chao Chen Xiuyan Ni Qinxun Bai Yusu Wang 74 112 0 27 Jun 2018
Adversarial Regularizers in Inverse Problems Sebastian Lunz Ozan Oktem Carola-Bibiane Schönlieb GAN MedIm 89 220 0 29 May 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014