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portfolio
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projects
Generative Transformers for Diverse text Generation
Ishika Agarwal, Priyanka Kargupta, Bowen Jin, Akul Joshi
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[Master’s Thesis] Active Graph Anomaly Detection
Ishika Agarwal, Hanghang Tong
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Active Mix Up for Graph Anomaly Detection
Ishika Agarwal, Qinghai Zhou, Hanghang Tong
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publications
HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning
Zikang Xiong, Ishika Agarwal, Suresh Jagannathan
Published in SafeAI @ AAAI, 2021
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QuickAns: A Virtual TA
Ishika Agarwal, Shradha Sehgal, Varun Goyal, Prathamesh Sonawane
Published in AIML Systems, 2023
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Neural Active Learning Beyond Bandits
Yikun Ban, Ishika Agarwal, Ziwei Wu, Yada Zhu, Kommy Weldemariam, Hanghang Tong, Jingrui He
Published in ICLR, 2024
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Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
Priyanka Kargupta*, Ishika Agarwal*, Dilek Hakkani-Tur, Jiawei Han
Published in arxiv, 2024
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[WIP] Optimal Data Selection of Instruction Tuning Data for Efficient Language Model Fine-Tuning
Ishika Agarwal, Krishna Killamsetty, Lucian Popa, Marina Danilevsky
Published in ICLR, 2024
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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