Structured Optimal Transport

17 December 2017

David Alvarez-Melis

Papers citing "Structured Optimal Transport"

23 / 23 papers shown

Title
Submodular Framework for Structured-Sparse Optimal Transport Piyushi Manupriya Pratik Jawanpuria Karthik S. Gurumoorthy SakethaNath Jagarlapudi Bamdev Mishra OT 171 0 0 07 Jun 2024
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 79 12 0 11 Dec 2023
Recent Advances in Optimal Transport for Machine Learning Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OOD OT 91 39 0 28 Jun 2023
Fully Probabilistic Design for Optimal Transport Y. SarahBoufelja A. Quinn M. Corless Robert Shorten OT 37 2 0 19 Dec 2022
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes Marin Ballu Quentin Berthet 110 8 0 18 Nov 2022
InfoOT: Information Maximizing Optimal Transport Ching-Yao Chuang Stefanie Jegelka David Alvarez-Melis OT 112 12 0 06 Oct 2022
Learning Generalized Gumbel-max Causal Mechanisms Guy Lorberbom Daniel D. Johnson Chris J. Maddison Daniel Tarlow Tamir Hazan CML 72 20 0 11 Nov 2021
Order Constraints in Optimal Transport Fabian Lim L. Wynter Shiau Hong Lim OT 79 4 0 14 Oct 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 114 24 0 30 May 2021
Making transport more robust and interpretable by moving data through a small number of anchor points Chi-Heng Lin Mehdi Azabou Eva L. Dyer OT OOD 103 22 0 21 Dec 2020
A Statistical Test for Probabilistic Fairness Bahar Taşkesen Jose H. Blanchet Daniel Kuhn Viet Anh Nguyen FaML 71 41 0 09 Dec 2020
A contribution to Optimal Transport on incomparable spaces Titouan Vayer OT 73 20 0 09 Nov 2020
Sufficient dimension reduction for classification using principal optimal transport direction Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 44 16 0 19 Oct 2020
Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction Xu Zhao Zihao Wang Hao Wu Yong Zhang 37 11 0 14 Oct 2020
Word Rotator's Distance Sho Yokoi Ryo Takahashi Reina Akama Jun Suzuki Kentaro Inui OT 67 59 0 30 Apr 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 151 205 0 07 Feb 2020
Learning transport cost from subset correspondence Ruishan Liu Akshay Balsubramani James Zou OT 54 14 0 29 Sep 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 80 103 0 16 Sep 2019
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning Daniel Kuhn Peyman Mohajerin Esfahani Viet Anh Nguyen Soroosh Shafieezadeh-Abadeh OOD 66 397 0 23 Aug 2019
Solving graph compression via optimal transport Vikas Garg Tommi Jaakkola OT 67 16 0 29 May 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 60 28 0 14 May 2019
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 77 71 0 25 Jun 2018
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 86 275 0 23 May 2018