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conditional density

11 papers

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Co-occurring keywords · papers mentioning both

density estimation (4) conditional density estimation (2) univariate marginals (1) reproducing kernel (1) copula (1) stochastic gradient method (1) bayesian network (1) graphical model (1) greedy algorithm (1) probabilistic graphical model (1)

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 NeurIPS 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 NeurIPS 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 NeurIPS 2010