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Nadiia Chepurko
Nadiia Chepurko
MIT
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ARDA: automatic relational data augmentation for machine learning
N Chepurko, R Marcus, E Zgraggen, RC Fernandez, T Kraska, D Karger
arXiv preprint arXiv:2003.09758, 2020
902020
Quantum-inspired algorithms from randomized numerical linear algebra
N Chepurko, KL Clarkson, L Horesh, H Lin, DP Woodruff
arXiv preprint arXiv:2011.04125, 2020
262020
Learning Program Representations for Food Images and Cooking Recipes
DP Papadopoulos, E Mora, N Chepurko, KW Huang, F Ofli, A Torralba
arXiv preprint arXiv:2203.16071, 2022
232022
Robust and sample optimal algorithms for PSD low rank approximation
A Bakshi, N Chepurko, DP Woodruff
2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020
192020
Testing positive semi-definiteness via random submatrices
A Bakshi, N Chepurko, R Jayaram
2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020
172020
Near-Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time
N Chepurko, KL Clarkson, P Kacham, DP Woodruff
Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2022
92022
Weighted maximum independent set of geometric objects in turnstile streams
A Bakshi, N Chepurko, DP Woodruff
arXiv preprint arXiv:1902.10328, 2019
82019
Polynomial Time Algorithm for -Stable Clustering Instances
A Bakshi, N Chepurko
arXiv preprint arXiv:1607.07431, 2016
42016
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