conftrace_

conditional density

11 papers

Explore in graph

Co-occurring keywords

density estimation (398) conditional density estimation (20) univariate marginals (1) reproducing kernel (19) copula (3) stochastic gradient method (16) bayesian network (378) graphical model (864) greedy algorithm (242) probabilistic graphical model (226)

Papers

Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025
Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024
Squared Neural Families: A New Class of Tractable Density Models NIPS 2023
Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023
Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation JMLR 2022
Posterior Matching for Arbitrary Conditioning NIPS 2022
Kernel Conditional Density Operators AISTATS 2020
Robust modal regression with direct gradient approximation of modal regression risk UAI 2020
Sum-of-Squares Polynomial Flow ICML 2019
Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities ACML 2015
Copula Bayesian Networks NIPS 2010