Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning. - Gayathri Saranathan; Martin Foltin; Aalap Tripathy; Maxim A. Ziatdinov; Ann Mary Justine Koomthanam; Suparna Bhattacharya; Ayana Ghosh; Kevin Roccapriore; Sreenivas Rangan Sukumar; Paolo Faraboschi (SC Workshops, 2023)

Active Learning Surrogates for Integrating Electron Microscopy and Computational Insights from Simulations in Autonomous Experiments. - Gayathri Saranathan; Ayana Ghosh; Martin Foltin; Ann Mary Justine Koomthanam; Aalap Tripathy; Maxim A. Ziatdinov; Suparna Bhattacharya; Kevin Roccapriore; Paolo Faraboschi (SC Workshops, 2024)

Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling. - Cong Xu; Gayathri Saranathan; Mahammad Parwez Alam; Arpit Shah; James Lim; Soon Yee Wong; Foltin Martin; Suparna Bhattacharya (CoRR, 2024)

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation. - Gayathri Saranathan; Cong Xu; Mahammad Parwez Alam; Tarun Kumar; Martin Foltin; Soon Yee Wong; Suparna Bhattacharya (ACL (1), 2025)