Source Identification for Mixtures of Product Distributions

29 December 2020

Papers citing "Source Identification for Mixtures of Product Distributions"

10 / 10 papers shown

Title
The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models L. Gunderson Gecia Bravo Hermsdorff Peter Orbanz OT 32 2 0 31 Jan 2024
Causal Discovery under Latent Class Confounding Bijan Mazaheri Spencer Gordon Y. Rabani Leonard J. Schulman CML 85 2 0 13 Nov 2023
Identifiability of Product of Experts Models Spencer Gordon Manav Kant Eric Y. Ma Leonard J. Schulman Andrei C. Staicu MoE 55 2 0 13 Oct 2023
Identification of Mixtures of Discrete Product Distributions in Near-Optimal Sample and Time Complexity Spencer Gordon Erik Jahn Bijan Mazaheri Y. Rabani Leonard J. Schulman CoGe 131 4 0 25 Sep 2023
Reward-Mixing MDPs with a Few Latent Contexts are Learnable Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor 81 5 0 05 Oct 2022
Efficient Algorithms for Sparse Moment Problems without Separation Zhiyuan Fan Jun Yu Li 54 7 0 26 Jul 2022
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation Robert A. Vandermeulen Antoine Ledent 103 7 0 02 Apr 2022
Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures Bryon Aragam W. Tai 105 3 0 28 Mar 2022
Causal Inference Despite Limited Global Confounding via Mixture Models Spencer Gordon Bijan Mazaheri Y. Rabani Leonard J. Schulman CML 71 8 0 22 Dec 2021
Hadamard Extensions and the Identification of Mixtures of Product Distributions Spencer Gordon Leonard J. Schulman 42 11 0 27 Jan 2021