FFPDG: Fast, Fair and Private Data Generation

FFPDG: Fast, Fair and Private Data Generation

30 June 2023

Francis Iannacci

Papers citing "FFPDG: Fast, Fair and Private Data Generation"

10 / 10 papers shown

Title
PFGuard: A Generative Framework with Privacy and Fairness Safeguards Soyeon Kim Yuji Roh Geon Heo Steven Euijong Whang 39 0 0 03 Oct 2024
Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study Emmanouil Panagiotou Arjun Roy Eirini Ntoutsi 25 3 0 08 Sep 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 39 7 0 16 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 52 66 0 27 Feb 2024
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent Weijie Xu Zicheng Huang Wenxiang Hu Xi Fang Rajesh Kumar Cherukuri Naumaan Nayyar Lorenzo Malandri Srinivasan H. Sengamedu 32 5 0 01 Feb 2024
FAIRLABEL: Correcting Bias in Labels Srinivasan H. Sengamedu Hien Pham 32 0 0 01 Nov 2023
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data Mayana Pereira Meghana Kshirsagar Soumendu Sundar Mukherjee Rahul Dodhia J. L. Ferres Rafael de Sousa SyDa 42 11 0 30 Oct 2023
Demographic Parity: Mitigating Biases in Real-World Data Orestis Loukas Holly Chung 18 6 0 27 Sep 2023
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises Mayana Pereira Meghana Kshirsagar Soumendu Sundar Mukherjee Rahul Dodhia J. L. Ferres 27 9 0 15 Jun 2021
Copula Flows for Synthetic Data Generation Sanket Kamthe Samuel A. Assefa M. Deisenroth 69 51 0 03 Jan 2021