Robin Varghese

According to our database, Robin Varghese authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

A distributional reinforcement learning model for optimal glucose control after cardiac surgery.

Jacob Desman, Zhang-Wei Hong, Moein Sabounchi, Ashwin S. Sawant, Jaskirat Gill, Ana C. Costa, Gagan Kumar, Rajeev Sharma, Arpeta Gupta, Paul McCarthy, Veena Nandwani, Doug Powell, Alexandra Carideo, Donnie Goodwin, Sanam Ahmed, Umesh Gidwani, Matthew A. Levin, Robin Varghese, Farzan Filsoufi, Robert Freeman, Avniel Shetreat-Klein, Alexander W. Charney, Ira S. Hofer, Lili Chan, David Reich, Patricia H. Kovatch, Roopa Kohli-Seth, Monica Kraft, Pulkit Agrawal, John A. Kellum, Girish N. Nadkarni, Ankit Sakhuja

npj Digit. Medicine, 2025

Accelerating Python Code with Parallel I/O.

Robin Varghese, Hashirul Quadir, Ladjel Bellatreche, Carlos Ordonez

Proceedings of the Database and Expert Systems Applications, 2025

2024

Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science.

Carlos Ordonez, Robin Varghese, Nguyen Phan, Wojciech Macyna

Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics, 2024

2023

Smart Hospital Setups with IoT-Enabled Connectivity of Artificial Intelligence System.

Vella Satyanarayana, Mahesh Kumar Singh, Robin Varghese

Proceedings of the Workshop on Advances in Computational Intelligence (ACI-2023) co-located with the 2nd International Conference on Artificial Intelligence and Data Science (ICAIDS-2023), 2023

Improving Stochastic Gradient Descent Initializing with Data Summarization.

Robin Varghese, Carlos Ordonez

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation.

Robin Varghese, Carlos Ordonez

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Different VIM: Visualizing Incremental Machine Learning.

Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Discovering Similar Spike Patterns in High Dimensional Biomedical Signals.

Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez

Proceedings of the IEEE International Conference on Big Data, 2022