dynamical system

Stateful ODE-Nets using Basis Function Expansions NeurIPS 2021 Streaming Linear System Identification with Reverse Experience Replay NeurIPS 2021 Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and Algorithms AAAI 2021 The geometry of integration in text classification RNNs ICLR 2021 Uncertain-aware Safe Exploratory Planning using Gaussian Process and Neural Control Contraction Metric L4DC 2021 Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NeurIPS 2021 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021 Verifying Reinforcement Learning up to Infinity IJCAI 2021 Actively Learning Gaussian Process Dynamics L4DC 2020 Better depth-width trade-offs for neural networks through the lens of dynamical systems ICML 2020 Boosting for Control of Dynamical Systems ICML 2020 Causal Discovery in Physical Systems from Videos NeurIPS 2020 Causal Modeling for Fairness In Dynamical Systems ICML 2020 Causal screening in dynamical systems UAI 2020 Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NeurIPS 2020 Continuous Graph Neural Networks ICML 2020 Counterfactual Programming for Optimal Control L4DC 2020 Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem ICLR 2020 Dissecting Neural ODEs NeurIPS 2020 Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families AAAI 2020 Dynamical Systems as Temporal Feature Spaces JMLR 2020 Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods AISTATS 2020 Dynamic Motion Representation for Human Action Recognition WACV 2020 Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems L4DC 2020 Fast and Deep Graph Neural Networks AAAI 2020