conftrace_

semiparametric estimation

11 papers

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Co-occurring keywords

causal inference (1630) graphical model (864) kernel methods (1097) density estimation (398) sampling assumptions (1) precision matrix (58) sparse inverse covariance (23) kernel density estimation (80) inverse covariance (20) alternating direction method (35)

Papers

Causal effects of intervening variables in settings with unmeasured confounding JMLR 2024
Sufficient identification conditions and semiparametric estimation under missing not at random mechanisms UAI 2023
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NIPS 2022
The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NIPS 2021
Gradient Regularized V-Learning for Dynamic Treatment Regimes NIPS 2020
Copula Multi-label Learning NIPS 2019
Sparse Inverse Covariance Estimation with Calibration NIPS 2013
Smooth-projected Neighborhood Pursuit for High-dimensional Nonparanormal Graph Estimation NIPS 2012
Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields AISTATS 2012
Density Estimation under Independent Similarly Distributed Sampling Assumptions NIPS 2007
Frames, Reproducing Kernels, Regularization and Learning JMLR 2005