conftrace_

dynamical system

398 papers

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Also known as

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

Learning Finite-Dimensional Representations For Koopman Operators L4DC 2021
Neural Lyapunov Redesign L4DC 2021
Safely Learning Dynamical Systems from Short Trajectories L4DC 2021
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems L4DC 2021
Parameter Inference with Bifurcation Diagrams NIPS 2021
A Data Driven, Convex Optimization Approach to Learning Koopman Operators L4DC 2021
Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021
PID Accelerated Value Iteration Algorithm ICML 2021
On the Memory Mechanism of Tensor-Power Recurrent Models AISTATS 2021
Implicit Regularization in Tensor Factorization ICML 2021
A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks AISTATS 2021
Bifurcation Spiking Neural Network JMLR 2021
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems L4DC 2021
Learning Approximate Forward Reachable Sets Using Separating Kernels L4DC 2021
Hierarchical Neural Dynamic Policies RSS 2021
Segmenting Hybrid Trajectories using Latent ODEs ICML 2021
Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021
12-Lead ECG Reconstruction via Koopman Operators ICML 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
E(n) Equivariant Graph Neural Networks ICML 2021
On Smoother Attributions using Neural Stochastic Differential Equations IJCAI 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021
Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization AAAI 2021
Learning Dynamics Models with Stable Invariant Sets AAAI 2021
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021