Arvind Renganathan

According to our database, Arvind Renganathan authored at least 8 papers between 2021 and 2023.

Collaborative distances:

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

2023

Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Heterogeneous Systems.

Arvind Renganathan, Rahul Ghosh, Ankush Khandelwal, Vipin Kumar

CoRR, 2023

Uncertainty Quantification in Inverse Models in Hydrology.

Somya Sharma Chatterjee, Rahul Ghosh, Arvind Renganathan, Xiang Li, Snigdhansu Chatterjee, John Nieber, Christopher J. Duffy, Vipin Kumar

CoRR, 2023

Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling.

Shaoming Xu, Ankush Khandelwal, Arvind Renganathan, Vipin Kumar

CoRR, 2023

Entity Aware Modelling: A Survey.

Rahul Ghosh, Haoyu Yang, Ankush Khandelwal, Erhu He, Arvind Renganathan, Somya Sharma, Xiaowei Jia, Vipin Kumar

CoRR, 2023

Probabilistic Inverse Modeling: An Application in Hydrology.

Somya Sharma, Rahul Ghosh, Arvind Renganathan, Xiang Li, Snigdhansu Chatterjee, John Nieber, Christopher J. Duffy, Vipin Kumar

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.

Kshitij Tayal, Arvind Renganathan, Rahul Ghosh, Xiaowei Jia, Vipin Kumar

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.

Rahul Ghosh, Arvind Renganathan, Kshitij Tayal, Xiang Li, Ankush Khandelwal, Xiaowei Jia, Christopher J. Duffy, John Nieber, Vipin Kumar

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics.

Rahul Ghosh, Arvind Renganathan, Ankush Khandelwal, Xiaowei Jia, Xiang Li, John Nieber, Christopher J. Duffy, Vipin Kumar

CoRR, 2021