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Arvind Renganathan

Hierarchical Conditional Multi-Task Learning for Streamflow Modeling

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Oct 18, 2024
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ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction

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Oct 16, 2024
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Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems

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Jul 29, 2024
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Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Heterogeneous Systems

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Oct 07, 2023
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Uncertainty Quantification in Inverse Models in Hydrology

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Oct 03, 2023
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Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling

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Sep 28, 2023
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Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling

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Sep 19, 2023
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Entity Aware Modelling: A Survey

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Feb 16, 2023
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Probabilistic Inverse Modeling: An Application in Hydrology

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Oct 12, 2022
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Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics

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Sep 14, 2021
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