conftrace_

mixed-type datum

7 papers

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Co-occurring keywords

diffusion model (3751) data imputation (42) conditional flow matching (6) gradient-boosted tree (2) tabular data generation (10) negative sampling (196) denoising network (15) privacy-preserving synthesis (2) clustering method (20) tree graphical model (3)

Papers

RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation AAAI 2026
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024
Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 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
Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017