Sequential Models in the Synthetic Data Vault

Sequential Models in the Synthetic Data Vault

28 July 2022

K. Veeramachaneni

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Papers citing "Sequential Models in the Synthetic Data Vault"

9 / 9 papers shown

Title
Temporal Causal-based Simulation for Realistic Time-series Generation Nikolaos Gkorgkolis Nikolaos Kougioulis Mingxue Wang Bora Caglayan Andrea Tonon Dario Simionato Ioannis Tsamardinos CML 37 0 0 02 Jun 2025
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data Chufan Gao Mandis Beigi Afrah Shafquat Jacob Aptekar Jimeng Sun 65 0 0 11 Sep 2024
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing Namjoon Suh Yuning Yang Din-Yin Hsieh Qitong Luan Shirong Xu Shixiang Zhu Guang Cheng 135 7 0 23 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 127 12 0 10 Jun 2024
FUELVISION: A Multimodal Data Fusion and Multimodel Ensemble Algorithm for Wildfire Fuels Mapping R. Shaik Mohamad Alipour Eric Rowell Bharathan Balaji Adam Watts E. Taciroğlu 29 1 0 19 Mar 2024
Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective Din-Yin Hsieh ChiHua Wang Guang Cheng AI4TS 88 5 0 01 Jan 2024
Designing User-Centric Behavioral Interventions to Prevent Dysglycemia with Novel Counterfactual Explanations Asiful Arefeen Hassan Ghasemzadeh 68 3 0 02 Oct 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series Alexander Nikitin Letizia Iannucci Samuel Kaski TTA SyDa AI4TS 115 14 0 19 May 2023
Federated Learning for 5G Base Station Traffic Forecasting V. Perifanis Nikolaos Pavlidis R. Koutsiamanis P. Efraimidis AI4TS 101 45 0 28 Nov 2022