{"total":29,"rows":[{"id":"2112.00706","title":"Clustering Mixtures with Almost Optimal Separation in Polynomial Time","created":"2021-12-01","cited_by_count":28,"area":null},{"id":"2204.02550","title":"Continuous LWE is as Hard as LWE & Applications to Learning Gaussian Mixtures","created":"2022-04-06","cited_by_count":26,"area":null},{"id":"2106.08537","title":"Clustering Mixture Models in Almost-Linear Time via List-Decodable Mean Estimation","created":"2021-06-16","cited_by_count":21,"area":null},{"id":"2301.04822","title":"Private estimation algorithms for stochastic block models and mixture models","created":"2023-01-11","cited_by_count":21,"area":null},{"id":"2303.04288","title":"Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models","created":"2023-03-07","cited_by_count":19,"area":null},{"id":"2112.14445","title":"Differentially-Private Clustering of Easy Instances","created":"2021-12-29","cited_by_count":17,"area":null},{"id":"2206.05245","title":"List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering","created":"2022-06-10","cited_by_count":13,"area":null},{"id":"2101.00575","title":"Improved Convergence Guarantees for Learning Gaussian Mixture Models by EM and Gradient EM","created":"2021-01-03","cited_by_count":11,"area":null},{"id":"2101.01509","title":"SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation","created":"2021-01-05","cited_by_count":7,"area":null},{"id":"2406.11485","title":"Active clustering with bandit feedback","created":"2024-06-17","cited_by_count":7,"area":null},{"id":"2403.07310","title":"How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance","created":"2024-03-12","cited_by_count":6,"area":null},{"id":"2411.15669","title":"Implicit High-Order Moment Tensor Estimation and Learning Latent Variable Models","created":"2024-11-23","cited_by_count":6,"area":null},{"id":"2108.14003","title":"Uniform Consistency in Nonparametric Mixture Models","created":"2021-08-31","cited_by_count":5,"area":null},{"id":"2210.02415","title":"A Fourier Approach to Mixture Learning","created":"2022-10-05","cited_by_count":5,"area":null},{"id":"2309.03847","title":"Mixtures of Gaussians are Privately Learnable with a Polynomial Number of Samples","created":"2023-09-07","cited_by_count":5,"area":null},{"id":"2209.05953","title":"Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes","created":"2022-09-09","cited_by_count":4,"area":null},{"id":"2306.09977","title":"Adversarially robust clustering with optimality guarantees","created":"2023-06-16","cited_by_count":4,"area":null},{"id":"2310.11876","title":"SQ Lower Bounds for Learning Mixtures of Linear Classifiers","created":"2023-10-18","cited_by_count":4,"area":null},{"id":"2203.15150","title":"Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures","created":"2022-03-28","cited_by_count":3,"area":null},{"id":"2202.07707","title":"On the Role of Channel Capacity in Learning Gaussian Mixture Models","created":"2022-02-15","cited_by_count":2,"area":null},{"id":"2305.04127","title":"Learning Mixtures of Gaussians with Censored Data","created":"2023-05-06","cited_by_count":2,"area":null},{"id":"2407.15792","title":"Robust Mixture Learning when Outliers Overwhelm Small Groups","created":"2024-07-22","cited_by_count":1,"area":null},{"id":"2601.05157","title":"Learning Mixture Models via Efficient High-dimensional Sparse Fourier Transforms","created":"2026-01-08","cited_by_count":1,"area":null},{"id":"2203.02597","title":"False membership rate control in mixture models","created":"2022-03-04","cited_by_count":0,"area":null},{"id":"2302.00242","title":"The Parametric Stability of Well-separated Spherical Gaussian Mixtures","created":"2023-02-01","cited_by_count":0,"area":null},{"id":"2306.13057","title":"SQ Lower Bounds for Learning Bounded Covariance GMMs","created":"2023-06-22","cited_by_count":0,"area":null},{"id":"2404.12613","title":"Model Selection and Parameter Estimation of One-Dimensional Gaussian Mixture Models","created":"2024-04-19","cited_by_count":0,"area":null},{"id":"2602.23023","title":"Low-degree Lower bounds for clustering in moderate dimension","created":"2026-02-26","cited_by_count":0,"area":null},{"id":"2603.19657","title":"Model Selection and Parameter Estimation for Multidimensional Gaussian Mixture Models with a Common Covariance Matrix","created":"2026-03-20","cited_by_count":0,"area":null}],"next_cursor":null}