nonlinear dynamics

On the Stability of Nonlinear Dynamics in GD and SGD: Beyond Quadratic Potentials COLT 2026 K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting ICML 2025 BRAID: Input-driven Nonlinear Dynamical Modeling of Neural-Behavioral Data ICLR 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 Self-supervised contrastive learning performs non-linear system identification ICLR 2025 Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation ICML 2025 A Trajectory Tracking Algorithm for the LSMS Family of Cable-Driven Cranes RSS 2024 Gated Inference Network: Inference and Learning State-Space Models NeurIPS 2024 Generalizing CNNs to graphs with learnable neighborhood quantization NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 Nonlinear dynamics of localization in neural receptive fields NeurIPS 2024 PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF CVPR 2024 The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize NeurIPS 2024 Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024 AI Planning for Hybrid Systems IJCAI 2023 FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems ICML 2023 ISAACS: Iterative Soft Adversarial Actor-Critic for Safety L4DC 2023 Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing NeurIPS 2023 Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023 On the Utility of Koopman Operator Theory in Learning Dexterous Manipulation Skills CoRL 2023 Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search ICLR 2023 The Power of Learned Locally Linear Models for Nonlinear Policy Optimization ICML 2023 Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings NeurIPS 2023 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NeurIPS 2022 Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity NeurIPS 2022