Uthaipon Tantipongpipat

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 15

Top Topics

Differentially Private

Unsupervised Learning

Recommendation Algorithms

Memory Efficient

Top Venues

Electron. J. Comb.

Publications

Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics. Patterns 4 (8) (2023)
Luca Belli, Kyra Yee, Uthaipon Tantipongpipat, Aaron Gonzales, Kristian Lum, Moritz Hardt
County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline. CoRR (2022)
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszar, Rumman Chowdhury
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics. CoRR (2022)
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics. Patterns 3 (8) (2022)
Zhiqi Bu, Sivakanth Gopi, Janardhan Kulkarni, Yin Tat Lee, Judy Hanwen Shen, Uthaipon Tantipongpipat
Fast and Memory Efficient Differentially Private-SGD via JL Projections. CoRR (2021)
Kyra Yee, Uthaipon Tantipongpipat, Shubhanshu Mishra
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency. Proc. ACM Hum. Comput. Interact. 5 (CSCW2) (2021)
Zhiqi Bu, Sivakanth Gopi, Janardhan Kulkarni, Yin Tat Lee, Judy Hanwen Shen, Uthaipon Tantipongpipat
Fast and Memory Efficient Differentially Private-SGD via JL Projections. NeurIPS (2021)
Kyra Yee, Uthaipon Tantipongpipat, Shubhanshu Mishra
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency. CoRR (2021)
Vivek Madan, Aleksandar Nikolov, Mohit Singh, Uthaipon Tantipongpipat
Maximizing Determinants under Matroid Constraints. CoRR (2020)
Uthaipon Tantipongpipat
λ-Regularized A-Optimal Design and its Approximation by λ-Regularized Proportional Volume Sampling. CoRR (2020)
Vivek Madan, Aleksandar Nikolov, Mohit Singh, Uthaipon Tantipongpipat
Maximizing Determinants under Matroid Constraints. FOCS (2020)
Uthaipon Tantipongpipat, Samira Samadi, Mohit Singh, Jamie Morgenstern, Santosh S. Vempala
Multi-Criteria Dimensionality Reduction with Applications to Fairness. NeurIPS (2019)
Vivek Madan, Mohit Singh, Uthaipon Tantipongpipat, Weijun Xie
Combinatorial Algorithms for Optimal Design. COLT (2019)
Uthaipon Tantipongpipat, Chris Waites, Digvijay Boob, Amaresh Ankit Siva, Rachel Cummings
Differentially Private Mixed-Type Data Generation For Unsupervised Learning. CoRR (2019)
Rachel Cummings, Sara Krehbiel, Kevin A. Lai, Uthaipon Tantipongpipat
Differential Privacy for Growing Databases. CoRR (2018)
Uthaipon Tantipongpipat
A Combinatorial Approach to Ebert's Hat Game with Many Colors. Electron. J. Comb. 21 (4) (2014)