Uthaipon Tantipongpipat

Cited by

	All	Since 2019
Citations	573	560
h-index	10	10
i10-index	10	10

140

105

201820192020202120222023202411 27 71 75 138 125 121

Public access

View all

8 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Mohit SinghProfessor, Georgia Institute of TechnologyVerified email at gatech.edu
Santosh S. VempalaGeorgia TechVerified email at gatech.edu
Samira SamadiResearch Group Leader. Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Jamie MorgensternUniversity of WashingtonVerified email at cs.washington.edu
Rachel CummingsColumbia UniversityVerified email at columbia.edu
Digvijay BoobSouthern Methodist UniversityVerified email at smu.edu
Aleksandar NikolovUniversity of TorontoVerified email at cs.toronto.edu
Kyra YeeIndeedVerified email at indeed.com
Chris WaitesStanford UniversityVerified email at stanford.edu
Yin Tat LeePaul G. Allen School of Computer Science & Engineering, University of WashingtonVerified email at uw.edu
Sivakanth GopiMicrosoft ResearchVerified email at microsoft.com
Janardhan KulkarniMicrosoft Research, RedmondVerified email at cs.washington.edu
Zhiqi BuAmazon AIVerified email at sas.upenn.edu
Kristian LumUniversity of ChicagoVerified email at uchicago.edu
Luca BelliSator LabsVerified email at berkeley.edu
Shubhanshu MishraMachine Learning Researcher, Twitter Inc.Verified email at twitter.com
Kevin A. LaiPhD, Georgia TechVerified email at gatech.edu
Sara KrehbielAssistant Professor of Mathematics and Computer Science, Santa Clara UniversityVerified email at scu.edu
Ankit SivaSDE at AmazonVerified email at amazon.com
Aaron GonzalesTwitterVerified email at aarongonzales.net

Uthaipon Tantipongpipat

Twitter

Verified email at twitter.com - Homepage

machine learning theory differential privacy fairness in machine learning discrete optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	174	2018
Proportional Volume Sampling and Approximation Algorithms for -Optimal Design A Nikolov, M Singh, U Tantipongpipat Mathematics of Operations Research 47 (2), 847-877, 2022	63	2022
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	63	2021
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	51*	2019
Differential privacy for growing databases R Cummings, S Krehbiel, KA Lai, U Tantipongpipat Advances in Neural Information Processing Systems 31, 2018	51	2018
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	49	2021
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	42	2021
Combinatorial algorithms for optimal design V Madan, M Singh, U Tantipongpipat, W Xie Conference on Learning Theory, 2210-2258, 2019	39	2019
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	19	2022
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	11	2020
A Combinatorial Approach to Ebert's Hat Game with Many Colors U Tantipongpipat The Electronic Journal of Combinatorics 21 (4), P4. 33, 2014	5	2014
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	3	2022
-Regularized A-Optimal Design and its Approximation by -Regularized Proportional Volume Sampling U Tantipongpipat arXiv preprint arXiv:2006.11182, 2020	2	2020
Differentially Private Synthetic Data Generation via GANs D Boob, R Cummings, D Kimpara, U Tantipongpipat, C Waites, ... UnlinkableDataChallenge/round/358/entry/20533, 2018	1	2018
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

The system can't perform the operation now. Try again later.

Articles 1–18

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors