Research output per year
Research output per year
Search results
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2024
Structure discovery in PAC-Learning by Random Projections
Kaban, A. & Reeve, H., 26 Mar 2024, (E-pub ahead of print) In: Machine Learning.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Downloads (Pure) -
2023
PAC learning with approximate predictors
Turner, A. & Kaban, A., 8 Feb 2023, (E-pub ahead of print) In: Machine Learning. 40 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
The effect of intrinsic dimension on the Bayes-error of projected quadratic discriminant classification
Palias, E. & Kabán, A., Aug 2023, In: Statistics and Computing. 33, 4, 17 p., 87.Research output: Contribution to journal › Article › peer-review
Open AccessFile44 Downloads (Pure) -
Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms
Zhou, S., Lei, Y. & Kaban, A., 2 Nov 2023, (E-pub ahead of print) Advances in Neural Information Processing Systems: NeurIPS 2023. 23 p. (Advances in Neural Information Processing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile8 Downloads (Pure) -
2022
Heterogeneous sets in dimensionality reduction and ensemble learning
Reeve, H., Kaban, A. & Bootkrajang, J., 28 Oct 2022, (E-pub ahead of print) In: Machine Learning. 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile49 Downloads (Pure)