Ankit Siva
Chris Waites
Description: Uthaipon (Tao) Tantipongpipat Personal Site
machine learning (3353) computer science (1231) phd (838) tao (243) industrial engineering (125) georgia tech (72) georgia institute of technology (10) uthaipon (1) tantipongpipat (1) uthaipon tantipongpipat (1)
I am a machine learning researcher at Twitter in responsible AI / AI ethics team, called the META (Machine learning Ethics, Transparency and Accountability) team.
My current research topics at Twitter includes Fairness in Machine Learning and Human-Centered Computing (HCI). The work involves identification, evaluation, and mitigation of ML model bias, developing new rigorous statistical analysis including for uncommon situations, providing guidelines for company-wide engineers to utilize fairness metrics, and communication internally, cross-functionally, and externally through company blogs and academic publications.
I graduated from Algorithms, Combinatorics, and Optimization (ACO) PhD program at Georgia Institute of Technology, based in School of Computer Science . My research interests include machine learning algorithms, combinatorial optimization, differential privacy, and fairness in machine learning. I am grateful to be advised by Mohit Singh . Our current research has been finding better (randomized and deterministic) polynomial-time approximation algorithms for optimal design problems in statistics. The first a
Ankit Siva
Chris Waites