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Proceedings of Machine Learning Research
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August 2, 2021
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Alexander Tong, Jessie Huang, Guy Wolf, et al.
Genome Biology
|
April 23, 2026
Geometry-aware graph attention networks to explain single-cell chromatin states and gene expression with SEAGALL
Gabriele Malagoli, Patrick Hanel, Anna Danese, et al.
Arxiv
|
October 9, 2023
GEODESIC SINKHORN FOR FAST AND ACCURATE OPTIMAL TRANSPORT ON MANIFOLDS
Guillaume Huguet, Alexander Tong, María Ramos Zapatero, et al.
Nature Methods
|
January 15, 2020
Uncovering axes of variation among single-cell cancer specimens
William S Chen, Nevena Zivanovic, David van Dijk, et al.
Arxiv
|
July 3, 2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Guillaume Huguet, Alexander Tong, Edward De Brouwer, et al.
Advances in Neural Information Processing Systems
|
July 3, 2023
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Guillaume Huguet, D S Magruder, Alexander Tong, et al.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
|
March 26, 2025
Unsupervised Test-Time Adaptation for Hepatic Steatosis Grading Using Ultrasound B-Mode Images
Pedro Vianna, Paria Mehrbod, Muawiz Chaudhary, et al.
Arxiv
|
March 3, 2021
Diffusion Earth Mover's Distance and Distribution Embeddings
Alexander Tong, Guillaume Huguet, Amine Natik, et al.
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)
|
January 11, 2023
EMBEDDING SIGNALS ON GRAPHS WITH UNBALANCED DIFFUSION EARTH MOVER'S DISTANCE
Alexander Tong, Guillaume Huguet, Dennis Shung, et al.
IEEE Transactions on Signal Processing : a Publication of the IEEE Signal Processing Society
|
August 22, 2025
Learnable Filters for Geometric Scattering Modules
Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, et al.
Page
of 5
Search research articles
Search
Showing results (11-20 of 42) with videos related to
Sort By:
Page
of 5
Proceedings of Machine Learning Research
|
August 2, 2021
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Alexander Tong, Jessie Huang, Guy Wolf, et al.
Genome Biology
|
April 23, 2026
Geometry-aware graph attention networks to explain single-cell chromatin states and gene expression with SEAGALL
Gabriele Malagoli, Patrick Hanel, Anna Danese, et al.
Arxiv
|
October 9, 2023
GEODESIC SINKHORN FOR FAST AND ACCURATE OPTIMAL TRANSPORT ON MANIFOLDS
Guillaume Huguet, Alexander Tong, María Ramos Zapatero, et al.
Nature Methods
|
January 15, 2020
Uncovering axes of variation among single-cell cancer specimens
William S Chen, Nevena Zivanovic, David van Dijk, et al.
Arxiv
|
July 3, 2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Guillaume Huguet, Alexander Tong, Edward De Brouwer, et al.
Advances in Neural Information Processing Systems
|
July 3, 2023
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Guillaume Huguet, D S Magruder, Alexander Tong, et al.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
|
March 26, 2025
Unsupervised Test-Time Adaptation for Hepatic Steatosis Grading Using Ultrasound B-Mode Images
Pedro Vianna, Paria Mehrbod, Muawiz Chaudhary, et al.
Arxiv
|
March 3, 2021
Diffusion Earth Mover's Distance and Distribution Embeddings
Alexander Tong, Guillaume Huguet, Amine Natik, et al.
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)
|
January 11, 2023
EMBEDDING SIGNALS ON GRAPHS WITH UNBALANCED DIFFUSION EARTH MOVER'S DISTANCE
Alexander Tong, Guillaume Huguet, Dennis Shung, et al.
IEEE Transactions on Signal Processing : a Publication of the IEEE Signal Processing Society
|
August 22, 2025
Learnable Filters for Geometric Scattering Modules
Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, et al.
Page
of 5