"mixture models" Papers

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Manifold Learning by Mixture Models of VAEs for Inverse Problems

Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria et al.

ICLR 2025arXiv:2303.15244
12
citations

Variational Inference with Mixtures of Isotropic Gaussians

Marguerite Petit-Talamon, Marc Lambert, Anna Korba

NEURIPS 2025arXiv:2506.13613

Big Learning Expectation Maximization

Yulai Cong, Sijia Li

AAAI 2024paperarXiv:2312.11926
4
citations

Discovering Mixtures of Structural Causal Models from Time Series Data

Sumanth Varambally, Yian Ma, Rose Yu

ICML 2024arXiv:2310.06312
10
citations

Novel Spectral Algorithms for the Partial Credit Model

Duc Nguyen, Anderson Zhang

ICML 2024spotlight

Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms

Ye Tian, Haolei Weng, Yang Feng

ICML 2024arXiv:2310.15330
7
citations