conftrace_

missing data imputation

57 papers

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Also known as

MDI

Co-occurring keywords

missing datum (111) generative model (2892) representation learning (6206) diffusion model (3751) variational autoencoder (1288) generative adversarial network (1944) variational inference (2069) tabular datum (226) electronic health record (266) graph neural network (3962)

Papers

GAIN: Missing Data Imputation using Generative Adversarial Nets ICML 2018
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Missing Modalities Imputation via Cascaded Residual Autoencoder CVPR 2017
Scalable geometric density estimation AISTATS 2016
Bidirectional Recurrent Neural Networks as Generative Models NIPS 2015
Improved Multimodal Deep Learning with Variation of Information NIPS 2014
Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems JMLR 2014