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mixed-type data

10 papers

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diffusion model (4) directed acyclic graph (2) data imputation (2) variational autoencoder (2) negative sampling (1) additive noise model (1) denoising network (1) privacy-preserving synthesis (1) conditional flow matching (1) tabular data generation (1)

Papers

RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation AAAI 2026 Causal discovery in mixed additive noise models AISTATS 2025 TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation ICLR 2025 Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 2024 Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024 CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023 A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data AAAI 2022 Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data AISTATS 2020 VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data NeurIPS 2020 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017