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Dive into the research topics where Sanjeev Arora is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Mathematical Understanding of Large Language Models
Arora, S. (PI)
9/1/24 → 8/31/27
Project: Research project
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Collaborative Research:RI:Medium:MoDL:Mathematical and Conceptual Understanding of Large Language Models
Arora, S. (PI)
NSF - National Science Foundation
10/1/22 → 9/30/26
Project: Research project
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Going beyond a black-box optimization view of deep learning
Arora, S. (PI)
4/7/20 → 10/31/23
Project: Research project
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AF: Large: Collaborative Research: Nonconvex methods and models for learning: Toward algorithms with provable and interpretable guarantees
Arora, S. (PI)
NSF - National Science Foundation
6/1/17 → 5/31/23
Project: Research project
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Unsupervised Learning with Provable Guarantees
Arora, S. (PI)
4/1/16 → 3/31/20
Project: Research project
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Advancing science- and evidence-based AI policy
Bommasani, R., Arora, S., Chayes, J., Choi, Y., Cuéllar, M. F., Fei-Fei, L., Ho, D. E., Jurafsky, D., Koyejo, S., Lakkaraju, H., Narayanan, A., Nelson, A., Pierson, E., Pineau, J., Singer, S., Varoquaux, G., Venkatasubramanian, S., Stoica, I., Liang, P. & Song, D., Jul 31 2025, In: Science. 389, 6759, p. 459-461 3 p.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
INSTRUCT-SKILLMIX: A POWERFUL PIPELINE FOR LLM INSTRUCTION TUNING
Kaur, S., Park, S., Goyal, A. & Arora, S., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 7030-7171 142 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Low Compute Unlearning via Sparse Representations
Shah, V., Träuble, F., Malik, A., Larochelle, H., Mozer, M., Arora, S., Bengio, Y. & Goyal, A., 2025, In: Transactions on Machine Learning Research. 2025-SeptemberResearch output: Contribution to journal › Article › peer-review
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On the Power of Context-Enhanced Learning in LLMs
Zhu, X., Panigrahi, A. & Arora, S., 2025, In: Proceedings of Machine Learning Research. 267, p. 80013-80089 77 p.Research output: Contribution to journal › Conference article › peer-review
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PROVABLE UNLEARNING IN TOPIC MODELING AND DOWNSTREAM TASKS
Wei, S., Malladi, S., Arora, S. & Sanyal, A., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 28772-28804 33 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution