Optimization
Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization
Neural Information Processing Systems
Federated learning (FL) has emerged as an enabling framework for communication-efficient decentralized training.
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Neural Lyapunov Control for Discrete-Time Systems
Neural Information Processing Systems
However, finding Lyapunov functions for general nonlinear systems is a challenging task.
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