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Collaborations and top research areas from the last five years
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Collaborative Research: Hardware-Aware Matrix Computations for Deep Learning Applications
Rudra, A. (PI)
05/1/23 → 04/30/27
Project: Research
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AF:III:Small:Collaborative Research: New Frontiers in Join Algorithms: Optimality, Noise, and Richer Languages
Rudra, A. (PI) & Ngo, H. (PI)
07/3/13 → 08/31/17
Project: Research
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Optimization Problems in Data Deduplication and New Coding Techniques for Storage Systems
Rudra, A. (PI)
08/1/11 → 07/31/12
Project: Research
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Use of cellphone-based time-activity data for air pollutant exposure estimation
Mu, L. (PI), Rudra, A. (CoI), Yoo, E.-H. (CoI), Demirbas, M. (CoI) & Rudra, C. (CoI)
National Inst of Environmental Health Sciences
09/20/10 → 01/31/14
Project: Research
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Characterizing First-year Students' Understanding of and Commitment to Social Justice
Nower, F., Ceesay, S., Foster, A. K., Bassarath, R., Margarucci, C., Sridhar, S. N., Boulden, K., Muller, D., Rudra, A. & Joseph, K., Dec 27 2025, ACM SIGCITE 2025 - Proceedings of the 26th ACM Annual Conference on Cybersecurity and Information Technology Education. Association for Computing Machinery, Inc, p. 260-266 7 p. (ACM SIGCITE 2025 - Proceedings of the 26th ACM Annual Conference on Cybersecurity and Information Technology Education).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
TOWARDS LEARNING HIGH-PRECISION LEAST SQUARES ALGORITHMS WITH SEQUENCE MODELS
Liu, J., Grogan, J., Rudra, A., Dugan, O., Rao, A., Arora, S. & Ré, C., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 78428-78502 75 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Simple linear attention language models balance the recall-throughput tradeoff
Arora, S., Eyuboglu, S., Zhang, M., Timalsina, A., Alberti, S., Zou, J., Rudra, A. & Ré, C., 2024, In: Proceedings of Machine Learning Research. 235, p. 1763-1840 78 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
ZOOLOGY: MEASURING AND IMPROVING RECALL IN EFFICIENT LANGUAGE MODELS
Arora, S., Eyuboglu, S., Timalsina, A., Johnson, I., Poli, M., Zou, J., Rudra, A. & Ré, C., 2024.Research output: Contribution to conference › Paper › peer-review
16 Scopus citations -
Arithmetic Circuits, Structured Matrices and (not so) Deep Learning
Rudra, A., Jun 2023, In: Theory of Computing Systems. 67, 3, p. 592-626 35 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations