Uthaipon Tao Tantipongpipat

Orcid: 0000-0002-5573-5165

According to our database1, Uthaipon Tao Tantipongpipat authored at least 16 papers between 2014 and 2022.

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Bibliography

2022
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics.
Patterns, 2022

Proportional Volume Sampling and Approximation Algorithms for A-Optimal Design.
Math. Oper. Res., 2022

County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline.
CoRR, 2022

2021
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency.
Proc. ACM Hum. Comput. Interact., 2021

Differentially private synthetic mixed-type data generation for unsupervised learning.
Intell. Decis. Technol., 2021

Fast and Memory Efficient Differentially Private-SGD via JL Projections.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Fair and Diverse Data Representation in Machine Learning.
PhD thesis, 2020

λ-Regularized A-Optimal Design and its Approximation by λ-Regularized Proportional Volume Sampling.
CoRR, 2020

Maximizing Determinants under Matroid Constraints.
Proceedings of the 61st IEEE Annual Symposium on Foundations of Computer Science, 2020

2019
Differentially Private Mixed-Type Data Generation For Unsupervised Learning.
CoRR, 2019

Fair Dimensionality Reduction and Iterative Rounding for SDPs.
CoRR, 2019

Multi-Criteria Dimensionality Reduction with Applications to Fairness.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Combinatorial Algorithms for Optimal Design.
Proceedings of the Conference on Learning Theory, 2019

2018
The Price of Fair PCA: One Extra dimension.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Differential Privacy for Growing Databases.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2014
A Combinatorial Approach to Ebert's Hat Game with Many Colors.
Electron. J. Comb., 2014


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