Smooth and Sparse Optimal Transport

17 October 2017

Papers citing "Smooth and Sparse Optimal Transport"

35 / 35 papers shown

Title
Many-to-Many Matching via Sparsity Controlled Optimal Transport Weijie Liu Han Bao M. Yamada Zenan Huang Nenggan Zheng Hui Qian OT 58 0 0 31 Mar 2025
Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights Zeqin Yang Weilin Chen Ruichu Cai Yuguang Yan Zhifeng Hao Zhipeng Yu Zhichao Zou Jixing Xu Zhen Peng Jiecheng Guo 64 3 0 27 Jun 2024
Submodular Framework for Structured-Sparse Optimal Transport Piyushi Manupriya Pratik Jawanpuria Karthik S. Gurumoorthy SakethaNath Jagarlapudi Bamdev Mishra OT 97 0 0 07 Jun 2024
Sparse Domain Transfer via Elastic Net Regularization Jingwei Zhang Farzan Farnia OT 53 0 0 13 May 2024
Accelerating Sinkhorn Algorithm with Sparse Newton Iterations Xun Tang Michael Shavlovsky Holakou Rahmanian Elisa Tardini K. K. Thekumparampil Tesi Xiao Lexing Ying OT 39 4 0 20 Jan 2024
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Guangyu Meng Ruyu Zhou Liu Liu Peixian Liang Fang Liu Danny Chen Michael Niemier X.Sharon Hu 36 0 0 14 Jan 2024
DeepEMD: A Transformer-based Fast Estimation of the Earth Mover's Distance A. Sinha F. Fleuret 33 3 0 16 Nov 2023
Optimal Transport with Adaptive Regularisation Hugues van Assel Titouan Vayer Rémi Flamary Nicolas Courty OT 27 2 0 04 Oct 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 37 1 0 24 Jul 2023
Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients Mete Kemertas Allan D. Jepson Amir-massoud Farahmand OT 58 3 0 17 Jul 2023
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs Jacob Lindbäck Zesen Wang Mikael Johansson OT 40 1 0 29 May 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 39 1 0 23 Mar 2023
Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers Yasutoshi Ida Sekitoshi Kanai Kazuki Adachi Atsutoshi Kumagai Yasuhiro Fujiwara OT 27 1 0 14 Mar 2023
Robust Estimation under the Wasserstein Distance Sloan Nietert Rachel Cummings Ziv Goldfeld 36 4 0 02 Feb 2023
Regularized Optimal Transport Layers for Generalized Global Pooling Operations Hongteng Xu Minjie Cheng 36 4 0 13 Dec 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 25 48 0 16 Nov 2022
Equivariance with Learned Canonicalization Functions Sekouba Kaba Arnab Kumar Mondal Yan Zhang Yoshua Bengio Siamak Ravanbakhsh 44 62 0 11 Nov 2022
Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport David Alvarez-Melis Nicolò Fusi Lester W. Mackey Tal Wagner OT 30 1 0 24 Oct 2022
Beyond kNN: Adaptive, Sparse Neighborhood Graphs via Optimal Transport Tetsuya Matsumoto Stephen X. Zhang Geoffrey Schiebinger 24 5 0 01 Aug 2022
Block-coordinate Frank-Wolfe algorithm and convergence analysis for semi-relaxed optimal transport problem Takumi Fukunaga Hiroyuki Kasai OT 27 8 0 27 May 2022
Understanding Entropic Regularization in GANs Daria Reshetova Yikun Bai Xiugang Wu Ayfer Özgür 16 7 0 02 Nov 2021
A Fast and Accurate Splitting Method for Optimal Transport: Analysis and Implementation Vien V. Mai Jacob Lindbäck M. Johansson OT 16 7 0 22 Oct 2021
Order Constraints in Optimal Transport Fabian Lim L. Wynter Shiau Hong Lim OT 34 4 0 14 Oct 2021
Optimal transport weights for causal inference Eric A. Dunipace CML OT 28 9 0 05 Sep 2021
Minibatch optimal transport distances; analysis and applications Kilian Fatras Younes Zine Szymon Majewski Rémi Flamary Rémi Gribonval Nicolas Courty OT 74 54 0 05 Jan 2021
Entropy-regularized optimal transport on multivariate normal and q-normal distributions Qijun Tong Kei Kobayashi OT 21 7 0 19 Dec 2020
Doubly Stochastic Subspace Clustering Derek Lim René Vidal B. Haeffele 13 17 0 30 Nov 2020
Regularized Optimal Transport is Ground Cost Adversarial Franccois-Pierre Paty Marco Cuturi OT AAML OOD 41 29 0 10 Feb 2020
Structured Prediction with Projection Oracles Mathieu Blondel 19 32 0 24 Oct 2019
On the estimation of the Wasserstein distance in generative models Thomas Pinetz Daniel Soukup Thomas Pock GAN 19 9 0 02 Oct 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 29 28 0 14 May 2019
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs Amirhossein Taghvaei Amin Jalali 33 43 0 19 Feb 2019
Empirical Regularized Optimal Transport: Statistical Theory and Applications M. Klatt Carla Tameling Axel Munk OT 44 59 0 23 Oct 2018
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy B. Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel OT 41 243 0 07 Nov 2017
Regularized Optimal Transport and the Rot Mover's Distance Arnaud Dessein Nicolas Papadakis Jean-Luc Rouas OT 56 84 0 20 Oct 2016