gaussian mixture

Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models NeurIPS 2022 The EM Algorithm is Adaptively-Optimal for Unbalanced Symmetric Gaussian Mixtures JMLR 2022 Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022 Variational inference via Wasserstein gradient flows NeurIPS 2022 Weak Separation in Mixture Models and Implications for Principal Stratification AISTATS 2022 Differentially-Private Clustering of Easy Instances ICML 2021 Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NeurIPS 2021 Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning ICLR 2021 Open-Set Recognition with Gaussian Mixture Variational Autoencoders AAAI 2021 Privately Learning Mixtures of Axis-Aligned Gaussians NeurIPS 2021 The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021 Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020 Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification NeurIPS 2020 Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules CVPR 2020 Shared Generative Latent Representation Learning for Multi-View Clustering AAAI 2020 The Role of Regularization in Classification of High-dimensional Noisy Gaussian Mixture ICML 2020 Comparing EM with GD in Mixture Models of Two Components UAI 2019 Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions CVPR 2019 Latent Variable Sentiment Grammar ACL 2019 Learning rates for Gaussian mixtures under group action COLT 2019 Mixture Density Generative Adversarial Networks CVPR 2019 Temporal Gaussian Mixture Layer for Videos ICML 2019 Development of Large Vocabulary Speech Recognition System with Keyword Search for Manipuri Interspeech 2018 Gaussian Mixture Latent Vector Grammars ACL 2018 Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes NeurIPS 2018