Agarwal, Ishika

4 publications

ICLR 2025 DELIFT: Data Efficient Language Model Instruction Fine-Tuning Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevsky

NeurIPS 2025 Neural Networks for Learnable and Scalable Influence Estimation of Instruction Fine-Tuning Data Ishika Agarwal, Dilek Hakkani-Tür

ICLR 2024 Neural Active Learning Beyond Bandits Yikun Ban, Ishika Agarwal, Ziwei Wu, Yada Zhu, Kommy Weldemariam, Hanghang Tong, Jingrui He

AAAI 2022 HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning Zikang Xiong, Ishika Agarwal, Suresh Jagannathan