Varun Babbar

According to our database, Varun Babbar authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

Learning a consensus sub-network with polarization regularization and one pass training.

Xiaoying Zhi, Varun Babbar, Rundong Liu, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran

Data Min. Knowl. Discov., September, 2025

Near Optimal Decision Trees in a SPLIT Second.

Varun Babbar, Hayden McTavish, Cynthia Rudin, Margo I. Seltzer

CoRR, February, 2025

2024

What is different between these datasets?

Varun Babbar, Zhicheng Guo, Cynthia Rudin

CoRR, 2024

Topical: Automatic Repository Tagging using Attention on Hybrid Code Embeddings.

Agathe Lherondelle, Varun Babbar, Yash Satsangi, Fran Silavong, Shaltiel Eloul, Sean J. Moran

Proceedings of the 1st IEEE/ACM Workshop on Software Engineering Challenges in Financial Firms, 2024

2023

A New Baseline for GreenAI: Finding the Optimal Sub-Network via Layer and Channel Pruning.

Xiaoying Zhi, Varun Babbar, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran

CoRR, 2023

2022

ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation.

Antonios Georgiadis, Varun Babbar, Fran Silavong, Sean J. Moran, Robert Otter

CoRR, 2022

Training a Task-Specific Image Reconstruction Loss.

Aamir Mustafa, Aliaksei Mikhailiuk, Dan-Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

On the Utility of Prediction Sets in Human-AI Teams.

Varun Babbar, Umang Bhatt, Adrian Weller

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Training a Better Loss Function for Image Restoration.

Aamir Mustafa, Aliaksei Mikhailiuk, Dan-Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk

CoRR, 2021