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Yijun Dong
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Simpler is better: a comparative study of randomized pivoting algorithms for CUR and interpolative decompositions
Y Dong, PG Martinsson
Advances in Computational Mathematics 49 (4), 66, 2023
19*2023
Sample efficiency of data augmentation consistency regularization
S Yang, Y Dong, R Ward, IS Dhillon, S Sanghavi, Q Lei
International Conference on Artificial Intelligence and Statistics, 3825-3853, 2023
172023
Quantifying biofilm formation of Sinorhizobium meliloti bacterial strains in microfluidic platforms by measuring the diffusion coefficient of polystyrene beads
C Cheng, Y Dong, M Dorian, F Kamili, E Seitaridou
Open Journal of Biophysics 7 (3), 157-173, 2017
22017
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition
Y Dong, C Chen, PG Martinsson, K Pearce
arXiv preprint arXiv:2309.16002, 2023
12023
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
Y Dong, Y Xie, R Ward
International Conference on Machine Learning, 2023
12023
Efficient bounds and estimates for canonical angles in randomized subspace approximations
Y Dong, PG Martinsson, Y Nakatsukasa
arXiv preprint arXiv:2211.04676, 2022
12022
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
Y Dong, K Miller, Q Lei, R Ward
Advances in Neural Information Processing Systems 36, 2024
2024
Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU
KJ Pearce, C Chen, Y Dong, PG Martinsson
arXiv preprint arXiv:2310.09417, 2023
2023
Randomized Dimension Reduction with Statistical Guarantees
Y Dong
arXiv preprint arXiv:2310.01739, 2023
2023
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Articles 1–9