Manik Kuchroo

According to our database, Manik Kuchroo authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Time-Inhomogeneous Diffusion Geometry and Topology.

Guillaume Huguet, Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew J. Hirn, Guy Wolf, Smita Krishnaswamy

SIAM J. Math. Data Sci., June, 2023

2022

Manifold Interpolating Optimal-Transport Flows for Trajectory Inference.

Guillaume Huguet, Daniel Sumner Magruder, Alexander Tong, Oluwadamilola Fasina, Manik Kuchroo, Guy Wolf, Smita Krishnaswamy

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Embedding Signals on Graphs with Unbalanced Diffusion Earth Mover's Distance.

Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance.

Alexander Tong, Guillaume Huguet, Dennis L. Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy

CoRR, 2021

Multimodal data visualization, denoising and clustering with integrated diffusion.

Manik Kuchroo, Abhinav Godavarthi, Guy Wolf, Smita Krishnaswamy

CoRR, 2021

Multimodal Data Visualization and Denoising with Integrated Diffusion.

Manik Kuchroo, Abhinav Godavarthi, Alexander Tong, Guy Wolf, Smita Krishnaswamy

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Diffusion Earth Mover's Distance and Distribution Embeddings.

Alexander Tong, Guillaume Huguet, Amine Natik, Kincaid MacDonald, Manik Kuchroo, Ronald R. Coifman, Guy Wolf, Smita Krishnaswamy

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Coarse Graining of Data via Inhomogeneous Diffusion Condensation.

Nathan Brugnone, Smita Krishnaswamy, Alex Gonopolskiy, Mark W. Moyle, Manik Kuchroo, David van Dijk, Kevin R. Moon, Daniel Colón-Ramos, Guy Wolf, Matthew J. Hirn

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019