Consistent Estimation of Identifiable Nonparametric Mixture Models from
Grouped Observations

Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations

12 June 2020

Alexander Ritchie

Robert A. Vandermeulen

Clayton Scott

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Papers citing "Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations"

7 / 7 papers shown

Title
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 133 9 0 26 Jul 2022
Identifiability of deep generative models without auxiliary information Bohdan Kivva Goutham Rajendran Pradeep Ravikumar Bryon Aragam DRL 117 53 0 20 Jun 2022
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation Robert A. Vandermeulen Antoine Ledent 110 7 0 02 Apr 2022
Uniform Consistency in Nonparametric Mixture Models Bryon Aragam Ruiyi Yang 101 6 0 31 Aug 2021
Learning latent causal graphs via mixture oracles Bohdan Kivva Goutham Rajendran Pradeep Ravikumar Bryon Aragam CML 91 48 0 29 Jun 2021
Source Identification for Mixtures of Product Distributions Spencer Gordon Bijan Mazaheri Y. Rabani Leonard J. Schulman 66 23 0 29 Dec 2020
Convergence of de Finetti's mixing measure in latent structure models for observed exchangeable sequences Yun-Chun Wei X. Nguyen 62 10 0 12 Apr 2020