conftrace_

dynamical system

398 papers

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DS

Co-occurring keywords

neural network (6616) recurrent neural network (1790) gaussian process (1200) variational inference (2069) time series (435) neural ordinary differential equation (139) graph neural network (3962) ordinary differential equation (139) koopman operator (38) bayesian inference (1907)

Papers

Towards Adaptive Residual Network Training: A Neural-ODE Perspective ICML 2020
Causal Discovery in Physical Systems from Videos NIPS 2020
Causal screening in dynamical systems UAI 2020
Time-Reversal Symmetric ODE Network NIPS 2020
Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020
On Simulation and Trajectory Prediction with Gaussian Process Dynamics L4DC 2020
Continuous Graph Neural Networks ICML 2020
Counterfactual Programming for Optimal Control L4DC 2020
Switching Poisson Gamma Dynamical Systems IJCAI 2020
Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems L4DC 2020
Risk Bounds for Reservoir Computing JMLR 2020
Learning Dynamical Systems with Side Information L4DC 2020
LSTM Neural Networks: Input to State Stability and Probabilistic Safety Verification L4DC 2020
Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms. NIPS 2020
Actively Learning Gaussian Process Dynamics L4DC 2020
Learning nonlinear dynamical systems from a single trajectory L4DC 2020
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020
Sample Complexity of Estimating the Policy Gradient for Nearly Deterministic Dynamical Systems AISTATS 2020
Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020
Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020
On the Analysis of EM for truncated mixtures of two Gaussians ALT 2020
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise JMLR 2020
Dynamical Systems as Temporal Feature Spaces JMLR 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model ICML 2020
Predictive Coding for Locally-Linear Control ICML 2020