Numerical Data Imputation for Multimodal Data Sets: A Probabilistic Nearest-Neighbor Kernel Density Approach

29 June 2023

Papers citing "Numerical Data Imputation for Multimodal Data Sets: A Probabilistic Nearest-Neighbor Kernel Density Approach"

5 / 5 papers shown

Title
Why do tree-based models still outperform deep learning on tabular data? Léo Grinsztajn Edouard Oyallon Gaël Varoquaux LMTD 64 363 0 18 Jul 2022
Missing Data Imputation using Optimal Transport Boris Muzellec Julie Josse Claire Boyer Marco Cuturi OT 40 117 0 10 Feb 2020
GAIN: Missing Data Imputation using Generative Adversarial Nets Jinsung Yoon James Jordon M. Schaar GAN 37 1,001 0 07 Jun 2018
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song Chao Yu 177 22 0 13 May 2017
Efficient EM Training of Gaussian Mixtures with Missing Data Olivier Delalleau Aaron Courville Yoshua Bengio TPM 40 25 0 04 Sep 2012