Statistical Learning
Global Convergence of Federated Learning for Mixed Regression
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Then each client alternately estimates its cluster labels and refines the model estimates based on FedAvg or FedProx.
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Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods
Maher Nouiehed, Maziar Sanjabi, Tianjian Huang, Jason D. Lee, Meisam Razaviyayn
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A Generative Nonparametric Bayesian Model for Whole Genomes
Alan N. Amin, Eli N. Weinstein, Debora S. Marks
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Measuring and making DNA is central to modern biology and biomedicine.
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Escaping from saddle points on Riemannian manifolds
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