stability analysis

Koopman Operator for Stability Analysis: Theory with a Linear–Radial Product Reproducing Kernel L4DC 2026 Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025 Generalization Lower Bounds for GD and SGD in Smooth Stochastic Convex Optimization AISTATS 2025 Geometry and Stability of Supervised Learning Problems JMLR 2025 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning AAAI 2025 The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise JMLR 2025 Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis ICML 2025 A data-driven Riccati equation L4DC 2024 An abstract theory of sensor eventification RSS 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 General Stability Analysis for Zeroth-Order Optimization Algorithms ICLR 2024 Graph neural networks and non-commuting operators NeurIPS 2024 Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NeurIPS 2024 Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NeurIPS 2024 On the Stability and Generalization of Meta-Learning NeurIPS 2024 On the Stability of Iterative Retraining of Generative Models on their own Data ICLR 2024 Probably approximately correct stability of allocations in uncertain coalitional games with private sampling L4DC 2024 Random Oscillators Network for Time Series Processing AISTATS 2024 Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024 Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions AAAI 2024 Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness NeurIPS 2024 Stability and L2-penalty in Model Averaging JMLR 2024 Stable modular control via contraction theory for reinforcement learning L4DC 2024 Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024