conftrace_

lyapunov analysis

10 papers

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Co-occurring keywords · papers mentioning both

convergence rate (3) stochastic gradient descent (3) convergence analysis (2) finite-time convergence (1) continuous dynamical system (1) legged robot (1) non-smooth convex (1) actor critic (1) reduced order model (1) mini-batch gradient descent (1)

Papers

HALO: Hybrid Auto-encoded Locomotion with Learned Latent Dynamics, Poincaré Maps, and Regions of Attraction L4DC 2026 On the Convergence of Continuous Single-timescale Actor-critic ICML 2025 Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024 Accelerated Primal-Dual Mirror Dynamics for Centralized and Distributed Constrained Convex Optimization Problems JMLR 2023 Quantifying the Cost of Learning in Queueing Systems NeurIPS 2023 Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness ICML 2021 The Dynamics of Gradient Descent for Overparametrized Neural Networks L4DC 2021 A Lyapunov analysis for accelerated gradient methods: from deterministic to stochastic case AISTATS 2020 Continuous-time Models for Stochastic Optimization Algorithms NeurIPS 2019 ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018