Projects per year
Fingerprint
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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
-
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
-
Sharp Convergence Rates for Matching Pursuit
Klusowski, J. M. & Siegel, J. W., 2025, (Accepted/In press) In: IEEE Transactions on Information Theory.Research output: Contribution to journal › Article › peer-review
-
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 Access2 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
-
Large Scale Prediction with Decision Trees
Klusowski, J. M. & Tian, P. M., 2024, In: Journal of the American Statistical Association. 119, 545, p. 525-537 13 p.Research output: Contribution to journal › Article › peer-review
Open Access22 Scopus citations -
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
Li, Z., Cao, Y., Gao, C., He, Y., Liu, H., Klusowski, J. M., Fan, J. & Wang, M., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review