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Title

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

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

13 / 13 papers shown

Title
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation Shuaiqi Wang Vikas Raunak A. Backurs Victor Reis Pei Zhou Sihao Chen Longqi Yang Zinan Lin Sergey Yekhanin Giulia Fanti SyDa 32 0 0 12 Sep 2025
Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Thomas Wallace I. Heng Senad Subasic C. Messenger MedIm 98 0 0 07 Jul 2025
Position: All Current Generative Fidelity and Diversity Metrics are Flawed Ossi Räisä B. V. Breugel M. Schaar EGVM 94 1 0 28 May 2025
LaTable: Towards Large Tabular Models B. V. Breugel Jonathan Crabbé Rob Davis Mihaela van der Schaar LMTD 137 4 0 25 Jun 2024
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets Ossi Raisa Antti Honkela 194 1 0 06 Feb 2024
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark Lasse Hansen Nabeel Seedat M. Schaar Andrija Petrović 154 27 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 79 28 0 25 Oct 2023
Synthetic data, real errors: how (not) to publish and use synthetic data B. V. Breugel Zhaozhi Qian M. Schaar SyDa 175 37 0 16 May 2023
Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data B. V. Breugel M. Schaar 110 35 0 07 Apr 2023
Synthcity: facilitating innovative use cases of synthetic data in different data modalities Zhaozhi Qian B. Cebere M. Schaar SyDa 122 78 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 124 29 0 27 Nov 2022
Improving Adversarial Robustness by Contrastive Guided Diffusion Process Yidong Ouyang Liyan Xie Guang Cheng 83 8 0 18 Oct 2022
Conditional Synthetic Data Generation for Personal Thermal Comfort Models Hari Prasanna Das C. Spanos SyDa AI4CE 102 2 0 10 Mar 2022