dynamical system

Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models ICML 2019 Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games NeurIPS 2019 Poisson-Randomized Gamma Dynamical Systems NeurIPS 2019 Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics NeurIPS 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Stable Recurrent Models ICLR 2019 Towards Robust ResNet: A Small Step but a Giant Leap IJCAI 2019 Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control NeurIPS 2019 Universality and individuality in neural dynamics across large populations of recurrent networks NeurIPS 2019 Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NeurIPS 2019 A Physically-Consistent Bayesian Non-Parametric Mixture Model for Dynamical System Learning CoRL 2018 Completing State Representations using Spectral Learning NeurIPS 2018 Deep Dynamical Modeling and Control of Unsteady Fluid Flows NeurIPS 2018 HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems CoRL 2018 Kernel Density Estimation for Dynamical Systems JMLR 2018 Learning convex bounds for linear quadratic control policy synthesis NeurIPS 2018 Learning unknown ODE models with Gaussian processes ICML 2018 Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators NeurIPS 2018 Multi-level Residual Networks from Dynamical Systems View ICLR 2018 Neural Relational Inference for Interacting Systems ICML 2018 Robust Locally-Linear Controllable Embedding AISTATS 2018 Step Size Matters in Deep Learning NeurIPS 2018 The Limit Points of (Optimistic) Gradient Descent in Min-Max Optimization NeurIPS 2018 The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CoRL 2018 Dynamical System-Based Motion Planning for Multi-Arm Systems: Reaching for Moving Objects IJCAI 2017