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Dive into the research topics where Jason Matthew Klusowski 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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CAREER: Statistical Learning with Recursive Partitioning: Algorithms, Accuracy, and Applications
Klusowski, J. M. (PI)
NSF - National Science Foundation
6/1/23 → 5/31/28
Project: Research project
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Deep Learning and Random Forests for High-Dimensional Regression
Klusowski, J. M. (PI)
NSF - National Science Foundation
9/1/20 → 7/31/23
Project: Research project
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DECODING GAME: ON MINIMAX OPTIMALITY OF HEURISTIC TEXT GENERATION STRATEGIES
Chen, S., Hagrass, O. & Klusowski, J. M., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 91861-91880 20 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ROBUST TRANSFER LEARNING WITH UNRELIABLE SOURCE DATA
Fan, J., Gao, C. & Klusowski, J. M., Aug 2025, In: Annals of Statistics. 53, 4, p. 1728-1752 25 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Sharp Convergence Rates for Matching Pursuit
Klusowski, J. M. & Siegel, J. W., 2025, In: IEEE Transactions on Information Theory. 71, 7, p. 5556-5569 14 p.Research output: Contribution to journal › Article › peer-review
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CONVERGENCE RATES OF OBLIQUE REGRESSION TREES FOR FLEXIBLE FUNCTION LIBRARIES
Cattaneo, M. D., Chandak, R. & Klusowski, J. M., Apr 2024, In: Annals of Statistics. 52, 2, p. 466-490 25 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Global Convergence in Training Large-Scale Transformers
Gao, C., Cao, Y., Li, Z., He, Y., Wang, M., Liu, H., Klusowski, J. M. & Fan, J., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations