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Uthaipon Tantipongpipat
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The price of fair pca: One extra dimension
S Samadi, U Tantipongpipat, JH Morgenstern, M Singh, S Vempala
Advances in neural information processing systems 31, 2018
1892018
Image cropping on twitter: Fairness metrics, their limitations, and the importance of representation, design, and agency
K Yee, U Tantipongpipat, S Mishra
Proceedings of the ACM on human-computer interaction 5 (CSCW2), 1-24, 2021
682021
Proportional Volume Sampling and Approximation Algorithms for -Optimal Design
A Nikolov, M Singh, U Tantipongpipat
Mathematics of Operations Research 47 (2), 847-877, 2022
672022
Multi-criteria dimensionality reduction with applications to fairness
U Tantipongpipat, S Samadi, M Singh, JH Morgenstern, S Vempala
Advances in neural information processing systems 32, 2019
57*2019
Differential privacy for growing databases
R Cummings, S Krehbiel, KA Lai, U Tantipongpipat
Advances in Neural Information Processing Systems 31, 2018
532018
Fast and memory efficient differentially private-sgd via jl projections
Z Bu, S Gopi, J Kulkarni, YT Lee, H Shen, U Tantipongpipat
Advances in Neural Information Processing Systems 34, 19680-19691, 2021
472021
Combinatorial algorithms for optimal design
V Madan, M Singh, U Tantipongpipat, W Xie
Conference on Learning Theory, 2210-2258, 2019
412019
Differentially private synthetic mixed-type data generation for unsupervised learning
U Tantipongpipat, C Waites, D Boob, AA Siva, R Cummings
arXiv preprint arXiv:1912.03250, 2019
292019
Differentially private synthetic mixed-type data generation for unsupervised learning
UT Tantipongpipat, C Waites, D Boob, AA Siva, R Cummings
Intelligent Decision Technologies 15 (4), 779-807, 2021
272021
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics
T Lazovich, L Belli, A Gonzales, A Bower, U Tantipongpipat, K Lum, ...
Patterns 3 (8), 2022
252022
Maximizing determinants under matroid constraints
V Madan, A Nikolov, M Singh, U Tantipongpipat
2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020
112020
County-level algorithmic audit of racial bias in twitter's home timeline
L Belli, K Yee, U Tantipongpipat, A Gonzales, K Lum, M Hardt
arXiv preprint arXiv:2211.08667, 2022
62022
A combinatorial approach to Ebert's hat game with many colors
U Tantipongpipat
The Electronic Journal of Combinatorics 21 (4), P4. 33, 2014
42014
-Regularized A-Optimal Design and its Approximation by -Regularized Proportional Volume Sampling
U Tantipongpipat
arXiv preprint arXiv:2006.11182, 2020
22020
Differentially Private Synthetic Data Generation via GANs
D Boob, R Cummings, D Kimpara, U Tantipongpipat, C Waites, ...
UnlinkableDataChallenge/round/358/entry/20533, 2018
12018
Fair and Diverse Data Representation in Machine Learning.
U Tantipongpipat
Georgia Institute of Technology, Atlanta, GA, USA, 2020
2020
Private Synthetic Data Generation via GANs (Supporting PDF)
D Boob, R Cummings, D Kimpara, UT Tantipongpipat, C Waites, ...
2018
Cameron-Liebler line classes and partial difference sets
U Tantipongipat
2016
FAST DIFFERENTIALLY PRIVATE-SGD VIA JL PROJECTIONS
Z Bu, S Gopi, J Kulkarni, YT Lee, U Tantipongpipat
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