Kshitij Tayal

According to our database1, Kshitij Tayal authored at least 13 papers between 2016 and 2023.

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Bibliography

2023
Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Meta-Transfer Learning: An application to Streamflow modeling in River-streams.
Proceedings of the IEEE International Conference on Data Mining, 2022

2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

Phase Retrieval using Single-Instance Deep Generative Prior.
CoRR, 2021

2020
Inverse Problems, Deep Learning, and Symmetry Breaking.
CoRR, 2020

Regularized Graph Convolutional Networks for Short Text Classification.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Model-agnostic Methods for Text Classification with Inherent Noise.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Sequence Alignment on Directed Graphs.
J. Comput. Biol., 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

2017
Cognitive-Biometric Recognition From Language Usage: A Feasibility Study.
IEEE Trans. Inf. Forensics Secur., 2017

2016
Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection.
Proceedings of the International Conference on Informatics and Analytics, 2016


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