hamiltonian dynamics

Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time COLT 2026 A Symplectic Analysis of Alternating Mirror Descent JMLR 2026 DreamSAC: Learning Hamiltonian World Models via Symmetry Exploration CVPR 2026 Learning Dynamics from Input-Output Data with Hamiltonian Gaussian Processes L4DC 2026 Action-Conditioned Hamiltonian Generative Networks (AC-HGN) for Supervised and Reinforcement Learning L4DC 2025 Memory-Efficient Optimization with Factorized Hamiltonian Descent AISTATS 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent ICML 2025 Tilted Sharpness-Aware Minimization ICML 2025 Hamiltonian GAN L4DC 2024 Hamiltonian Score Matching and Generative Flows NeurIPS 2024 Sampling Polytopes with Riemannian HMC: Faster Mixing via the Lewis Weights Barrier COLT 2024 Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024 Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning ICLR 2024 MixFlows: principled variational inference via mixed flows ICML 2023 Reversible and irreversible bracket-based dynamics for deep graph neural networks NeurIPS 2023 Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NeurIPS 2022 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Hamiltonian Latent Operators for content and motion disentanglement in image sequences NeurIPS 2022 Minimax Mixing Time of the Metropolis-Adjusted Langevin Algorithm for Log-Concave Sampling JMLR 2022 Safe Autonomous Navigation for Systems with Learned SE(3) Hamiltonian Dynamics L4DC 2022 Score-Based Generative Modeling with Critically-Damped Langevin Diffusion ICLR 2022 Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data NeurIPS 2022 Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps ICML 2021 Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control RSS 2021 Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling NeurIPS 2021