Nadiia Chepurko

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 14

Top Topics

Independent Set

Geometric Objects

Relational Data

Top Venues

Proc. VLDB Endow.

Publications

Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
Learning Program Representations for Food Images and Cooking Recipes. CoRR (2022)
Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
Learning Program Representations for Food Images and Cooking Recipes. CVPR (2022)
Nadiia Chepurko, Kenneth L. Clarkson, Lior Horesh, Honghao Lin, David P. Woodruff
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra. ICML (2022)
Nadiia Chepurko, Kenneth L. Clarkson, Praneeth Kacham, David P. Woodruff
Near-Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time. SODA (2022)
Nadiia Chepurko, Kenneth L. Clarkson, Praneeth Kacham, David P. Woodruff
Near-Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time. CoRR (2021)
Nadiia Chepurko, Kenneth L. Clarkson, Lior Horesh, David P. Woodruff
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra. CoRR (2020)
Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David R. Karger
ARDA: Automatic Relational Data Augmentation for Machine Learning. Proc. VLDB Endow. 13 (9) (2020)
Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff
Weighted Maximum Independent Set of Geometric Objects in Turnstile Streams. APPROX-RANDOM (2020)
Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David R. Karger
ARDA: Automatic Relational Data Augmentation for Machine Learning. CoRR (2020)
Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff
Robust and Sample Optimal Algorithms for PSD Low Rank Approximation. FOCS (2020)
Ainesh Bakshi, Nadiia Chepurko, Rajesh Jayaram
Testing Positive Semi-Definiteness via Random Submatrices. CoRR (2020)
Ainesh Bakshi, Nadiia Chepurko, Rajesh Jayaram
Testing Positive Semi-Definiteness via Random Submatrices. FOCS (2020)
Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff
Weighted Maximum Independent Set of Geometric Objects in Turnstile Streams. CoRR (2019)
Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff
Robust and Sample Optimal Algorithms for PSD Low-Rank Approximation. CoRR (2019)