mixture model

Identification of mixtures of discrete product distributions in near-optimal sample and time complexity COLT 2024 Interventional Causal Discovery in a Mixture of DAGs NeurIPS 2024 Manifold Learning by Mixture Models of VAEs for Inverse Problems JMLR 2024 Non-Euclidean Mixture Model for Social Network Embedding NeurIPS 2024 On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024 Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024 Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning NeurIPS 2024 Probabilistic Neural Circuits AAAI 2024 Subtractive Mixture Models via Squaring: Representation and Learning ICLR 2024 Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms ICML 2024 Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models COLT 2024 Adaptive Compositional Continual Meta-Learning ICML 2023 Can semi-supervised learning use all the data effectively? A lower bound perspective NeurIPS 2023 Causal Inference Despite Limited Global Confounding via Mixture Models CLeaR 2023 Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach NeurIPS 2023 Consistent Model-based Clustering using the Quasi-Bernoulli Stick-breaking Process JMLR 2023 Continuously Parameterized Mixture Models ICML 2023 Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders ICML 2023 Dimensionality Reduction for General KDE Mode Finding ICML 2023 DINO as a von Mises-Fisher mixture model ICLR 2023 Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models ICML 2023 Efficient Algorithms for Sparse Moment Problems without Separation COLT 2023 Efficient and Accurate Learning of Mixtures of Plackett-Luce Models AAAI 2023 End-to-End Multi-Object Detection with a Regularized Mixture Model ICML 2023 Estimating the Contamination Factor’s Distribution in Unsupervised Anomaly Detection ICML 2023