conftrace_

sufficient statistics

14 papers

Explore in graph

Co-occurring keywords

exponential family (124) bayesian inference (1907) collective graphical model (8) graphical model (864) differential privacy (1016) conjugate model (4) deep network (152) convex function (24) matrix permanent (5) hidden variable (30)

Papers

Omnipredictors for regression and the approximate rank of convex functions COLT 2024
Private Learning with Public Features AISTATS 2024
Fair Densities via Boosting the Sufficient Statistics of Exponential Families ICML 2023
Is Learning Summary Statistics Necessary for Likelihood-free Inference? ICML 2023
Approximate Profile Maximum Likelihood JMLR 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018
Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models ICML 2017
PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference NIPS 2017
A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015
Linear and Parallel Learning of Markov Random Fields ICML 2014
Machine Teaching for Bayesian Learners in the Exponential Family NIPS 2013
Collective Graphical Models NIPS 2011
Expectation Truncation and the Benefits of Preselection In Training Generative Models JMLR 2010