dynamical system

The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS 2020 Time-Reversal Symmetric ODE Network NeurIPS 2020 Towards Adaptive Residual Network Training: A Neural-ODE Perspective ICML 2020 Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020 Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020 Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020 Weak Form Generalized Hamiltonian Learning NeurIPS 2020 A Dynamical System Approach to Motion and Force Generation in Contact Tasks RSS 2019 A Dynamical Systems Perspective on Nesterov Acceleration ICML 2019 A neurally plausible model for online recognition and postdiction in a dynamical environment NeurIPS 2019 AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks ICLR 2019 Beyond Structural Causal Models: Causal Constraints Models UAI 2019 Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control IJCAI 2019 Differentiable reservoir computing JMLR 2019 Dimensions of Prosodic Prominence in an Attractor Model Interspeech 2019 First-order methods almost always avoid saddle points: The case of vanishing step-sizes NeurIPS 2019 Input-Output Equivalence of Unitary and Contractive RNNs NeurIPS 2019 Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NeurIPS 2019 Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019 Learning Stable Deep Dynamics Models NeurIPS 2019 Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always ICML 2019 Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019 Natural Analysts in Adaptive Data Analysis ICML 2019 Neural Relational Inference with Fast Modular Meta-learning NeurIPS 2019 Optimal Control Via Neural Networks: A Convex Approach ICLR 2019