Conditional Synthetic Data Generation for Robust Machine Learning
Applications with Limited Pandemic Data

Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data

14 September 2021

Hari Prasanna Das

Alberto L. Sangiovanni-Vincentelli

Papers citing "Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data"

11 / 11 papers shown

Title
LaTable: Towards Large Tabular Models B. V. Breugel Jonathan Crabbé Rob Davis Mihaela van der Schaar LMTD 29 2 0 25 Jun 2024
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets Ossi Raisa Antti Honkela 53 0 0 06 Feb 2024
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark Lasse Hansen Nabeel Seedat M. Schaar Andrija Petrović 22 17 0 25 Oct 2023
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data B. V. Breugel Nabeel Seedat F. Imrie M. Schaar SyDa 8 17 0 25 Oct 2023
Synthetic data, real errors: how (not) to publish and use synthetic data B. V. Breugel Zhaozhi Qian M. Schaar SyDa 44 28 0 16 May 2023
Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data B. V. Breugel M. Schaar 4 26 0 07 Apr 2023
Synthcity: facilitating innovative use cases of synthetic data in different data modalities Zhaozhi Qian B. Cebere M. Schaar SyDa 6 57 0 18 Jan 2023
Machine Learning for Smart and Energy-Efficient Buildings Hari Prasanna Das Yu-Wen Lin Utkarsha Agwan Lucas Spangher Alex Devonport Yu Yang Ján Drgoňa A. Chong S. Schiavon C. Spanos HAI AI4CE 9 18 0 27 Nov 2022
Improving Adversarial Robustness by Contrastive Guided Diffusion Process Yidong Ouyang Liyan Xie Guang Cheng 20 5 0 18 Oct 2022
Conditional Synthetic Data Generation for Personal Thermal Comfort Models Hari Prasanna Das C. Spanos SyDa AI4CE 8 2 0 10 Mar 2022
Reinforcement Learning for Optimization of COVID-19 Mitigation policies Varun Kompella Roberto Capobianco Stacy Jong Jonathan Browne S. Fox L. Meyers Peter R. Wurman Peter Stone 62 46 0 20 Oct 2020