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gaussian mixture

70 papers

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GM

Co-occurring keywords

gaussian mixture model (389) mixture model (262) variational inference (2069) sample complexity (1169) parameter estimation (274) expectation maximization (255) diffusion model (3751) generative model (2892) maximum likelihood estimation (233) maximum likelihood (255)

Papers

EM’s Convergence in Gaussian Latent Tree Models COLT 2022
Convergence Rates for Gaussian Mixtures of Experts JMLR 2022
Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians ALT 2022
Variational inference via Wasserstein gradient flows NIPS 2022
A Fourier Approach to Mixture Learning NIPS 2022
Weak Separation in Mixture Models and Implications for Principal Stratification AISTATS 2022
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models NIPS 2022
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NIPS 2021
The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021
Differentially-Private Clustering of Easy Instances ICML 2021
Open-Set Recognition with Gaussian Mixture Variational Autoencoders AAAI 2021
Privately Learning Mixtures of Axis-Aligned Gaussians NIPS 2021
Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification NIPS 2020
Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules CVPR 2020
The Role of Regularization in Classification of High-dimensional Noisy Gaussian Mixture ICML 2020
Shared Generative Latent Representation Learning for Multi-View Clustering AAAI 2020
Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions CVPR 2019
Comparing EM with GD in Mixture Models of Two Components UAI 2019
Learning rates for Gaussian mixtures under group action COLT 2019
Temporal Gaussian Mixture Layer for Videos ICML 2019
Mixture Density Generative Adversarial Networks CVPR 2019
Latent Variable Sentiment Grammar ACL 2019
Probabilistic FastText for Multi-Sense Word Embeddings ACL 2018
Development of Large Vocabulary Speech Recognition System with Keyword Search for Manipuri INTERSPEECH 2018